Projects

AI decisions can be opaque across runs; DecisionGraph is an event-sourced audit trail for agent choices; it gives teams traceable and replayable accountability.

Schema drift breaks data pipelines over time; SchemaPilot is a guided schema validation and migration toolchain; it keeps integrations stable with fewer breakages.

Compliance requirements are hard to operationalize consistently; PECR is a reference implementation repository for the PECR framework; it accelerates adoption with production-ready patterns.

LLM and API spend can spike before teams notice; cost-watchdog is a real-time usage and budget guardrail monitor; it prevents surprise overruns.

Sensitive artifacts are risky to share across teams; VeilPack is a secure packaging system with encryption and integrity manifests; it enables safer transfer and verification.

Context gets fragmented across tools and sessions; ContextGraph is a graph-based context model linking entities and retrieval paths; it improves continuity and recall.

Agent runs are hard to audit after the fact; incitape is an immutable trace recorder for prompts, actions, and outputs; it enables reliable replay and review.

Sensitive data can leak through normal processing paths; Veil is a runtime redaction and policy enforcement layer; it reduces exposure risk in production workflows.

Uncontrolled outbound traffic creates compliance and security risk; egress-lockfile is a versioned allowlist for egress destinations; it enforces predictable network boundaries.

Autonomous agents need controlled approvals in enterprise environments; AgentGate is a policy and approval gateway for agent actions; it keeps automation compliant and governable.

Compliance annexes become messy across owners and versions; AnnexOps is an operations workflow for tracking and validating annex documents; it improves audit readiness.

Flaky tests hide real regressions and waste CI time; flakeguard is a GitHub Actions rerun analyzer for flake detection; it improves signal quality in pipelines.

Battery passport data is hard to validate and prove; BatteryPassportCompiler is a deterministic compiler with cryptographic proofs and signatures; it provides verifiable compliance outputs.

Manual intake triage slows response times; intake-routing-engine is a rule-based request routing system; it directs work to the right queue faster.