sdageltc/letitloop

test(fuzz): Contract Mutation & Adversarial Fault Injection Testing Suite about 3 hours ago

enhancement good first issue architecture

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(webhooks): Real-Time Webhooks & Server-Sent Events (SSE) Streamer about 3 hours ago

enhancement help wanted integrations

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(dag): Cycle & Deadlock Detection for Interdependent Contract Plans about 3 hours ago

enhancement good first issue architecture

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(resilience): Robust Cross-Platform Process-Tree Orphan Sweeper about 3 hours ago

enhancement help wanted architecture

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(git): Ephemeral Git Worktree Sandboxing for Zero-Pollution Contract Execution about 3 hours ago

enhancement help wanted architecture

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

docs(recipes): Community Recipe Book for Common Macro-Task Workflows about 3 hours ago

documentation help wanted good first issue

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

dx(cli): Add 'lil doctor' System & Environment Preflight Diagnostic Command about 3 hours ago

enhancement good first issue dx

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(tui): Interactive Live TUI Dashboard with Real-Time DAG Visualization about 3 hours ago

enhancement help wanted good first issue dx

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(mcp): Bidirectional MCP Client Adapter (Dynamic Tool Discovery) about 3 hours ago

enhancement help wanted architecture integrations

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(workers): Local LLM First-Class Tool Calling Adapter for Ollama / vLLM about 3 hours ago

enhancement help wanted integrations

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(modularization): Decompose Monolithic Modules (supervisor.py & quality_plane.py) about 3 hours ago

enhancement good first issue architecture

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(observability): OpenTelemetry (OTel) & Prometheus Structured Metrics Exporter about 3 hours ago

enhancement help wanted architecture

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

feat(sandbox): Ephemeral Container / Docker Worker Sandbox Adapter about 3 hours ago

enhancement help wanted architecture security

sdageltc/letitloop

1

let it loop (LIL): Deterministic AI engineer for complex coding. Hybrid LLM+Python with CONTRACT SYSTEM parsing intent, decomposing goals, enforcing checks, deterministic Python orchestration. Durable state/checkpoints survive crashes. Multi-reviewer QC with claim-scoped arbitration. Supervisor orchestrates multi-contract goals. BYO LLM. 1121 tests

Python

#ai-engineer#antigravity#autonomous-agents#claude-code#cline#coding-agent#collaborate#dag#deterministic-verification#github-copilot#hermes-agent#local-llm#mcp-server#ollama#omniroute#opencode#python#quality-assurance#state-machine#write-ahead-log

Open Issues Need Help