provena good first issues (Python)

PostgreSQL timestamp readback can break verify_chain when TimeZone is not UTC 7 days ago

bug help wanted

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

PostgreSQL tip repair stores a different chain hash than log() returns 7 days ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

PostgreSQL add_annotation raises a foreign-key error instead of ValueError 7 days ago

bug help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Bare raise in _handle_error may fail if called outside except block 26 days ago

bug help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add multi-threaded concurrent write tests for trail and buffer 27 days ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Document that verify_chain() does not cover governance columns about 1 month ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Document that a SQLite trail allows only one writer about 1 month ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

README and docs/index overstate blocking context before the LLM about 1 month ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Docs incorrectly claim strict_mode rejects MISSING or unverified provenance about 1 month ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

verify_chain() can observe a partial snapshot under concurrent logging about 1 month ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Buffered last_record and health() record_count ignore WriteBuffer pending rows about 1 month ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

WriteBuffer weakref.finalize flush silently drops records on append failure about 1 month ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Bytes log content skips temporal freshness detection about 1 month ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

verify_chain() does not assert stored previous_hash equals prior chain_hash about 1 month ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Wire ProvenaCrewListener to current CrewAI event bus API about 1 month ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

SQLiteBackend.add_annotation does not validate record_id exists about 1 month ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add LlamaIndex ProvenaPostprocessor behavior tests about 1 month ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add MCP server integration docs about 1 month ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add tests for WriteBuffer failure/retry behavior about 1 month ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add functional tests for CrewAI adapter with mock events about 1 month ago

enhancement help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add functional tests for OpenAI Agents SDK adapter (async) about 1 month ago

enhancement help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add tests for MCP and MEMORY context source types about 2 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add --run-id filter to provena audit CLI command about 2 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

PolicyEngine logs at DEBUG when a policy check raises — should be WARNING 2 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

mcp serve leaks trail — no try/finally around trail.close() 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

FreshnessChecker.check() raises TypeError when caller passes a naive now datetime 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

verify_chain() raises TypeError instead of returning ChainVerdict(intact=False) when chain_hash is NULL 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

InMemoryBackend.get() and get_last() read _records without holding _lock 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add `provena export` CLI command 2 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add `--source` filter to `provena summary` CLI command 2 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add --provenance-status and --freshness-status filters to CLI audit command 2 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add __repr__ to ContextEntry, TrailRecord, ProvenanceMetadata, and aggregator dataclasses 2 months ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

migrate --batch-size <= 0 crashes or silently migrates zero records while reporting PASS 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

TrailRecord.config_hash is documented and stored but never computed -- always empty string 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

TrailAggregator.query(trail_label=...) silently returns all trails for an unknown label 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

TrailAggregator.detect_gaps() silently caps at 1,000 records per gap type per trail 2 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add tests for MCP server resource endpoints (provena://health, summary, chain/status) 2 months ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

PostgreSQL backend uses assert for runtime checks — fails with python -O 3 months ago

bug help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

trail.query(limit=...) is undefined/backend-dependent for limit <= 0 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

TrailAggregator.summary() omits a rolled-up signed status present on ContextTrail.summary() 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

WriteBuffer's SIGTERM handler is process-global and gets silently overwritten by each new buffered trail 3 months ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

PolicyEngine.from_config crashes on a malformed enforcement value instead of skipping it 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

CLI commands crash with a raw traceback when --config points to a nonexistent file 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add record.id as an OTel span attribute for jumping from a trace back to the audit trail 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

RetentionEngine silently caps at 10,000 expired records per run 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

FreshnessChecker's temporal regex silently ignores the "in <year>" pattern it claims to support 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

ProvenanceMetadata.from_dict() and framework integrations break on Z-suffixed ISO timestamps (Python 3.10) 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Update export() docstring to list all supported formats 3 months ago

documentation good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

PolicyEngine.from_config silently ignores unknown check names 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

generate_report(format="pdf") returns plain text, not PDF 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add tests for MCP server tool function logic 3 months ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

export() silently falls back to JSON for unknown format strings 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

CONTRIBUTING.md project structure and dev setup outdated 3 months ago

documentation help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

generate_report() silently returns JSON for unsupported format parameter 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

RetentionResult details message says "Retained" when it means "Deleted" 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add CLI tests for the retain command 3 months ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add `trail.last_record` property for quick access to the latest entry 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add `provena stats` command for quick one-line status 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add `trail.record_count` property to avoid `summary()` for simple checks 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add `__repr__` to core result dataclasses for debugging 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Update `provena[all]` extras to include all optional dependencies 3 months ago

bug good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add tests for compliance report text and PDF rendering 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add __repr__ to ContextTrail for better debugging 3 months ago

enhancement help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add retention and compliance reports guide to docs 3 months ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add CrewAI / AutoGen / OpenAI Agents / Google ADK integration docs 3 months ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add multi-agent aggregation guide to docs site 3 months ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add policy engine guide to docs site 3 months ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

CLI --config option is accepted but silently ignored 3 months ago

bug help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

SQLiteBackend has no use-after-close protection (unlike PostgreSQLBackend) 3 months ago

bug help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

CLI help test should verify retain, migrate, mcp commands appear 3 months ago

enhancement help wanted good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add delete_by_ids() to StorageBackend protocol 3 months ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

TrailAggregator.query() under-fetches when data is unevenly distributed 3 months ago

bug help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add annotation query and retrieval API 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Google ADK integration adapter 3 months ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

OpenAI Agents SDK integration adapter 3 months ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

AutoGen integration adapter 3 months ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add --from/--to date filters to CLI audit command 3 months ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add CSV export format 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add provenance_status and freshness_status filters to trail.query() 3 months ago

enhancement good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add docstrings to all public API methods 3 months ago

documentation good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add more temporal patterns to FreshnessChecker 3 months ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

Add __main__.py for python -m provena 3 months ago

good first issue

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

MCP server for exposing governance data 3 months ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

CrewAI integration adapter 3 months ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

API reference documentation site 3 months ago

documentation help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

PostgreSQL storage backend 3 months ago

enhancement help wanted

rajfirke/provena

0

Context governance for agentic AI — tamper-evident audit trails for LLM context inputs. Addresses EU AI Act Art. 12 and OWASP ASI06.

Python

#ai#audit#context#eu-ai-act#governance#langchain#llm#opentelemetry#owasp#provenance#python#rag

rajfirke/provena

Open Issues Need Help