sipyourdrink-ltd/bernstein

Parked-session surfaces can never report a parked session: wire the writer and separate empty from unavailable about 15 hours ago

bug help wanted ai-welcome size/m core up-for-grabs

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Letta Code adapter uses the plainest CLI surface: prose signals, no session binding, unconditional unrestricted permissions about 15 hours ago

bug help wanted ai-welcome adapter size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

The task store and the DAG executor each decide 'this dependency can never satisfy me' on their own about 15 hours ago

bug help wanted ai-welcome orchestrator size/m core

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Goose adapter uses two flags of the CLI it wraps, and cannot set the agent's autonomy in either direction about 15 hours ago

bug help wanted ai-welcome adapter size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Adapter contract has no axis for agent-side persistent state: a stateful worker's run is recorded as if it were reproducible 2 days ago

bug help wanted ai-welcome adapter size/m replay lineage

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Render receipts are recorded but nothing gates on them: add the merge rung and offline verification 3 days ago

enhancement help wanted ai-welcome size/l core cli up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

CAS sidecar read is exempt from the anchored walk on an assumption nothing enforces 3 days ago

enhancement help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Cline adapter cannot target a self-hosted OpenAI-compatible endpoint 4 days ago

bug good first issue adapter size/s up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

A push blocked by a missing credential is retried as if it were transient 4 days ago

bug good first issue size/s up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Adapter handling of system_addendum is docstring prose, so a silently-discarding adapter looks identical to a working one 4 days ago

bug help wanted ai-welcome adapter size/m

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Copr overall state is failed on every release since 3.15.0: fedora-45/rawhide chroots cannot build cbor2/grpcio 5 days ago

bug help wanted ci size/m infrastructure

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

A task stranded by dependency propagation publishes no SSE event, so watchers still see it running 5 days ago

bug help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

A failed dependency strands its dependents silently: propagate failure and derive an unreachable set per run 5 days ago

bug help wanted ai-welcome orchestrator size/l core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

TTY run is silent while it waits for the first agent, so a slow start is indistinguishable from a hang 5 days ago

bug good first issue ai-welcome size/s cli up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Resumed and sandboxed spawns drop system_addendum - completion and heartbeat instructions can silently disappear 5 days ago

bug help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

A DAG node whose edges all skipped is never constructed: materialise it and derive the unreachable set 5 days ago

bug help wanted ai-welcome orchestrator reliability size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

refactor(adapters): one home for the version-token regex, not three 5 days ago

good first issue size/s adapters up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Parallel-verification test proves concurrency by wall-clock and flakes on a shared runner 5 days ago

bug good first issue ai-welcome ci size/s up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Run starts but produces no plan and no diagnosis — outside-user report in #3514 (needs reproduction) 5 days ago

bug help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

The Postgres task read is unbounded: list_tasks() has no LIMIT while every other multi-row read does 5 days ago

enhancement help wanted ai-welcome size/m core P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Sixteen call sites hand-roll the path-containment check the shared helper exists for 5 days ago

enhancement help wanted ai-welcome size/l core security P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

path containment: route the eval, plugin-installer and artifact-completion call sites through the shared helper 5 days ago

bug good first issue ai-welcome size/s core security up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

audit verify: last panel prints Passed while the overall exit is 1 5 days ago

bug good first issue ai-welcome size/s cli

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Narrative docs name concepts the code renamed: sweep the pages a new reader lands on first 5 days ago

documentation help wanted good first issue ai-welcome size/m beginner-friendly docs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

REST POST /cluster/nodes re-registers a restarting worker as a new node, so capacity over-reports 5 days ago

bug help wanted ai-welcome size/s core P2

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Injected skill set for a spawn is recorded only in an opt-out local log, never in the run record 5 days ago

enhancement help wanted ai-welcome size/m lineage knowledge verifiability

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

CI on main failed repeatedly between 2026-08-03 and 2026-08-09: root-cause or quarantine the offenders 5 days ago

bug help wanted ai-welcome ci reliability size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Help get bernstein onto Google Code Wiki (takes ~10 seconds) 5 days ago

documentation help wanted size/xs up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Re-record the front-page demo with a graceful finalize and a non-empty lineage spine 5 days ago

documentation enhancement help wanted ai-welcome size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Run-receipt format spec sufficient for an independent verifier 6 days ago

documentation help wanted ai-welcome size/m

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

One documented exit-code table across the verification commands 6 days ago

documentation good first issue ai-welcome size/s

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

PostgresTaskStore.list_tasks(): add limit/offset, matching TaskStore's existing shape 6 days ago

good first issue size/s core

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

workspace.py: scope workspace_merge_order's task read to the caller's tenant 6 days ago

good first issue size/s core security

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

webhooks.py: scope the CI-fix retry counters to the caller's tenant 6 days ago

good first issue size/s core security

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Colour token pairs have no recorded contrast measurements 6 days ago

enhancement help wanted good first issue ai-welcome size/s web-dashboard up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Typed task-completion record: schema, validation, canonical serialization 6 days ago

enhancement good first issue ai-welcome size/s core tasks up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

tests/unit/: derandomize Hypothesis settings in gitlab, mcp-validation, refinement-loop, and task-store test files 6 days ago

good first issue size/s tests up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

status_lifecycle.py: scope health_check's task_count to the caller's tenant 6 days ago

good first issue size/s core security up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: spike — what an LLM provider can observe, and provider-independent execution 6 days ago

help wanted adapter size/m P1 security up-for-grabs volunteer spike

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: registry index format and 'bernstein volunteer browse' 6 days ago

enhancement help wanted size/m cli up-for-grabs volunteer discovery

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: join flow with explicit consent recorded as a signed receipt 6 days ago

enhancement help wanted size/m cli security up-for-grabs volunteer

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: donor budget controls (tasks, wall clock, tokens, size cap, local-only) 6 days ago

enhancement help wanted size/m cli up-for-grabs volunteer

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: fork-and-PR submission with attached receipt and pacing 6 days ago

enhancement help wanted size/m up-for-grabs volunteer networking

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: docker compose end-to-end rig with zero credentials 6 days ago

enhancement help wanted ci size/m infrastructure up-for-grabs volunteer

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: provider-terms and open-source preflight per adapter and per project 6 days ago

enhancement help wanted adapter size/s security up-for-grabs volunteer

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: documentation set and root DISCLAIMER 6 days ago

documentation help wanted size/m up-for-grabs volunteer

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: spike — censorship-resistant discovery and transport (Phase 3, trigger-gated) 6 days ago

help wanted size/m up-for-grabs volunteer networking discovery spike

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Four list_tasks() callers still read the whole task table regardless of the caller's scope 6 days ago

bug help wanted ai-welcome size/m core security P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

tests/unit/: derandomize Hypothesis settings in admission, claim-dependency, config-fuzz, and cost-envelope test files 6 days ago

good first issue size/s tests up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

tests/unit/: derandomize Hypothesis settings in payments, eval, mcp, and orchestration test files 6 days ago

good first issue size/s tests up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

agents-md sync: emit a compact subsystem index; move the per-file module map to a generated docs page 6 days ago

good first issue ai-welcome developer-tools size/m docs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: claim etiquette and duplicate detection without a coordinator 6 days ago

enhancement help wanted good first issue size/s up-for-grabs volunteer networking discovery volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Scheduled recompile of docs/requirements.txt: catch stale transitive pins 6 days ago

enhancement help wanted dependencies ci size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

tests/unit/ has 12 files with @settings(...) and no shared profile plumbing, same missing-derandomize defect as #4024/#4044 6 days ago

bug good first issue size/m tests up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

coverage ratchet reports a bump when only the provenance moved 8 days ago

bug good first issue ci size/s up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

bernstein eval list word-wraps run paths mid-filename, so its output cannot be piped 8 days ago

bug good first issue ai-welcome size/s up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Add a rendering source fetcher so a cited span is present in the bytes we hash 9 days ago

enhancement help wanted ai-welcome size/s integration up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

TUI panes do not scroll; first-glance layout hard to orient in — outside-user report in #3514 9 days ago

bug help wanted ai-welcome tui size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

verify_result_bundle raises on a non-mapping chain and accepts a boolean chain length 9 days ago

bug good first issue size/s security up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: bind the result bundle to the project manifest digest 10 days ago

enhancement help wanted size/s core security up-for-grabs volunteer volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: project-side publishing flow (bernstein volunteer publish) 10 days ago

enhancement help wanted size/m cli P1 up-for-grabs volunteer discovery

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: one-command onboarding (uvx bernstein volunteer) — join and start in one step 10 days ago

enhancement help wanted size/m cli P1 up-for-grabs volunteer discovery

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: TUI discovery browser (browse, join, status in the dashboard) 10 days ago

enhancement help wanted tui size/m P2 up-for-grabs volunteer discovery

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: clean-room gate verification before any PR 10 days ago

enhancement help wanted size/m core security up-for-grabs volunteer

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Derive the credential token_type allowlist from its Literal instead of restating it 10 days ago

help wanted size/s core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

EventJournal.event_count still decodes strictly, so a torn tail crashes the suspend/resume path 10 days ago

bug help wanted size/s core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

docs/requirements.txt drifts from its own requirements.in and no gate recompiles it 10 days ago

help wanted dependencies ci size/s

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

replay: repair a crash-torn journal tail so a suspended task can resume 10 days ago

bug help wanted size/s core up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

ci: workflow headers and names that no longer match what the workflows do 10 days ago

documentation good first issue ci size/s

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

AgentCredential.from_dict accepts any token_type from a persisted record 10 days ago

help wanted size/s security up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Enforce allowed_files at the merge acceptance gate 10 days ago

enhancement help wanted ai-welcome size/m core security up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

audit_log mutation lane: 48 survivors in the chain verifier keep the gate advisory (40% vs 70%) 10 days ago

help wanted size/m security tests

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

ci: mutation gate has been 'temporarily' advisory for 13 weeks 10 days ago

help wanted ci size/s testing

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

ci: the weekly digest computes a threshold alert that nothing reads 10 days ago

help wanted ci size/s

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

ci: unlock 4-way sharding for the per-push macOS test lane 10 days ago

help wanted ci size/m

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

ci: branch-protection-audit reads the legacy protection API, but protection lives in a ruleset 10 days ago

help wanted ci size/s security

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

ci: install-smoke-rpm gates every merge on the previously released package 10 days ago

help wanted ci size/m

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Typing slice: annotate src/bernstein/tui/ (part of the mypy backlog) 10 days ago

enhancement help wanted good first issue ai-welcome tui size/s volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

max_tokens is outside the enforced sampling-parameter surface 11 days ago

bug help wanted ai-welcome size/s core up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

bernstein cost hides archived tasks when .sdd/metrics is absent 11 days ago

bug help wanted ai-welcome size/s cli up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

bernstein cost exits 1 on a missing metrics directory but 0 on an empty one 11 days ago

bug help wanted ai-welcome size/s cli up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

release-notes/unreleased.md has not rotated since May and misstates what is unreleased 11 days ago

documentation help wanted ai-welcome size/s up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

`bernstein fleet bulk-cost-report` dispatches a command that does not exist 11 days ago

bug help wanted ai-welcome size/s core cli P2 up-for-grabs volunteer-ok

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: result receipt bundle (DSSE attestation + replay bundle) and offline verify 11 days ago

enhancement help wanted size/m core security volunteer

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

volunteer: project manifest schema and loader (.bernstein/volunteer.json) 11 days ago

enhancement help wanted size/m core volunteer discovery

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Prove or fence the first-run path for bernstein evolve and bernstein listen 12 days ago

bug help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

OpenCode contract row is wrong on all three columns, and the adapter inherits the host's permission config 12 days ago

bug help wanted ai-welcome adapter size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Aider adapter parses prose while upstream already emits structured events: wire --analytics-log 12 days ago

enhancement help wanted ai-welcome adapter size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Add a Kimchi CLI adapter driven over the ACP event channel 12 days ago

enhancement help wanted ai-welcome adapter size/m up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

verify_journal reports ok for a journal containing unparseable rows 12 days ago

bug help wanted ai-welcome size/s core up-for-grabs replay

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Prove or fence the first-run path for the three Ecosystem matrix rows 12 days ago

bug help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Prove or fence the first-run path for bernstein live and bernstein worker 12 days ago

bug help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Prove or fence the first-run path for bernstein init and bernstein demo 12 days ago

bug help wanted ai-welcome size/m core up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Route the three core/skills path checks through the shared containment helper 12 days ago

enhancement help wanted ai-welcome size/s core security P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Route the remaining six path checks, including worker pid files, through the shared helper 12 days ago

enhancement help wanted ai-welcome size/m core security P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Route the four route and replay path checks through the shared containment helper 12 days ago

enhancement help wanted ai-welcome size/s core security P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Route the three adapter path checks through the shared containment helper 12 days ago

enhancement help wanted ai-welcome size/s core security P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

Four call sites implement the Luhn checksum, and they disagree on what counts as a card 12 days ago

enhancement help wanted ai-welcome size/m core security P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

A prometheus_client import that finishes just after its Windows timeout leaves a stub registry the real Counter then registers into 12 days ago

bug help wanted ai-welcome size/m core P2 up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

The PyPI visibility gate polls the JSON API, not the index pip resolves against 12 days ago

bug help wanted ai-welcome size/s up-for-grabs

sipyourdrink-ltd/bernstein

661

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Python

#agent-framework#agent-orchestrator#agentic-ai#ai-agents#ai-coding#aider#anthropic#claude-code#cli-tool#codex-cli#coding-agent#deterministic-scheduler#hmac-audit#llm#mcp-server#model-context-protocol#multi-agent#parallel-worktrees#python#swe-bench

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