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oprow-continuum

by sanyamChaudhary27
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Oprow Continuum

Oprow Continuum is a temporal verification firewall for coding agents. Before an agent changes a repository, Oprow checks its structured assumptions or unified diff against immutable version receipts and returns allow, block, or abstain with exact evidence.

Oprow architecture

The product contract is deliberately stricter than ordinary retrieval:

  • CockroachDB stores immutable receipts and supersession edges;

  • normal review activates a bounded evidence packet;

  • contradicted assumptions block;

  • unsupported semantics abstain rather than receive approval;

  • review never mutates the repository;

  • state-changing actions remain separately confirmation-gated.

Status

The submitted product contract is docs/AGENT_VERIFICATION_ENDGAME_2026-08-14.md. The concise calibration record is docs/EVIDENCE_LEDGER.md; closed plans remain in docs/archive/.

This repository contains a runnable trusted-core application, agent API, MCP server, and operator UI. It does not claim product superiority or bundle a trained semantic checkpoint. The service exposes explicit version semantics, exact cited receipt reads, confirmation-gated rollback proposals, stale-proposal rejection, fixed active state accounting, and checkpoint/restore. The CockroachDB immutable point-read adapter passed its first live Cloud gate on 2026-08-05.

The tested learned Shared-Stream Modus_X controller is excluded from the product after the valid A2C/A2D failures. The system does not claim to compress an entire codebase into one small controller or understand arbitrary code semantics.

Product Target

repository history -> typed extraction -> CockroachDB temporal receipts
agent claim or diff -> bounded verification -> allow / block / abstain
                                         -> cited evidence -> human decision

Judges can connect a bounded public GitHub repository directly from the UI. A self-hosted operator can also exercise the trusted core with a pinned event stream at startup:

python -m pip install -e ".[product,mcp]"
$env:OPROW_REASONER="disabled"
$env:OPROW_API_TOKEN="replace-with-a-long-random-value"
oprow serve --repository-id fastapi/fastapi `
  --events examples/fastapi_compatibility_events.jsonl

The bounded public demo connector accepts public GitHub repositories under strict import-count, commit, event, checkout-size, and wall-time limits. Private repositories remain unsupported.

Hackathon

Oprow Continuum is registered for the CockroachDB x AWS Agentic Memory Hackathon. CockroachDB will hold the transactional event ledger, capsule metadata, and provenance. Oprow remains the fixed-size active semantic memory. AWS provides CodeBuild/ECR packaging, Secrets Manager runtime credentials, Bedrock reasoning, and the public HTTPS application environment.

See docs/HACKATHON.md.

The component boundary is defined in docs/PRODUCT_ARCHITECTURE.md, with calibrated claims and failures in docs/EVIDENCE_LEDGER.md.

Development

python -m pip install -e ".[dev,product,mcp]"
pytest
oprow demo
oprow db-smoke --env-file .env
oprow serve --repository-id fastapi/fastapi --events examples/fastapi_compatibility_events.jsonl
$env:OPROW_BASE_URL="http://127.0.0.1:8000"
oprow-mcp
powershell -ExecutionPolicy Bypass -File scripts/check_scope.ps1

FastAPI publishes the machine contract at /openapi.json; the review endpoint is POST /api/agent/review. oprow-mcp exposes the same contract as four MCP tools over stdio for Claude Code, Cursor, Codex, and other MCP clients.

The chat surface is available at http://127.0.0.1:8000. Without a database URL it uses a process-local ledger. With DATABASE_URL or COCKROACH_DB_URL, it uses the tested CockroachDB immutable receipt adapter and automatically writes .oprow/continuum.capsule after accepted state changes. The default reasoner is Amazon Nova 2 Lite through Bedrock. Set OPROW_REASONER=disabled only for trusted-core diagnostics.

The deployed demo uses three pinned, non-synthetic FastAPI compatibility migrations: dropping Python 3.9, admitting Starlette 1.0+, and raising the Pydantic minimum. scripts/build_fastapi_compatibility_demo.py reproduces the six events from the official Git history; the pinned commits and values are recorded in examples/fastapi_compatibility_manifest.json.

Container smoke:

docker build -t oprow-continuum .
docker run --rm -p 8000:8000 -e OPROW_API_TOKEN=change-me oprow-continuum

Non-loopback binds are rejected unless OPROW_API_TOKEN is set. The operator enters that token with the key button; it is retained only in browser session storage and sent on state-changing requests.

Judge Flow

  1. Connect a supported public GitHub repository or use the pinned FastAPI demo.

  2. Paste an agent-generated unified diff containing a repository assumption.

  3. Observe block for contradicted history, allow for verified current assumptions, or abstain when Oprow lacks sufficient evidence.

  4. Inspect immutable CockroachDB receipt citations and the stable review ID.

  5. Repeat through oprow-mcp to use the same contract from a coding agent.

The review path never edits the repository. Durable history can grow in CockroachDB while the active hot receipt cache remains bounded. This is not a claim of infinite information capacity or universal code understanding.

License

MIT. See LICENSE.