Vibes don't ship to production.
Forecast every engineering decision. Verify every outcome. Know whose changes hold.
Ingests from
GitHub is live. Linear, Slack, and Jira are next.
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Deeper context.
Fewer mistakes.
Faster teams.
When agents are buried in codebases, they can't stay aligned with your team's decisions. Oka frees them to focus on insights, not rediscovery.
Year one of your git history, in sixty seconds.
Connect GitHub and Oka reads every commit, PR, issue, comment, design doc, README, and CLAUDE.md in your repos. By the time you open the dashboard, your team's decisions, patterns, and conventions are already there, waiting to be queried.
Linear, Slack, and Jira are next.
From observation to the leaderboard
Five layers that turn AI coding sessions into engineering judgment your team can trust.
Every session leaves a trace
Oka observes your AI coding sessions in real time, capturing decisions, constraints, and reasoning as they happen. No manual notes. No lost context.
- Automatic observation via MCP tools
- Decisions with rationale and alternatives
- Constraints and architectural boundaries
Raw signals become knowledge
Oka turns raw observations into structured learnings, patterns, and decisions, connected across every repo in your account, not just the one you logged from.
- Automatic pattern detection across sessions
- Contradiction and deviation tracking
- Cross-repo knowledge, account-wide
Predict whether it will hold
Every shipped change gets a confidence score before anyone clicks merge. The score is grounded in your team's history, and the rules that resolve it stay server-side so the agents being scored can't game them.
- Confidence band per decision, learning, and PBI
- Predicates kept off-agent for honest scoring
- Sharpens as outcomes come in
Forecast issued
Migrate auth to JWT rotation
Expected signals
Outcomes, not vibes
After a change ships, Oka watches what happens. Did the fix hold? Did something break a week later? Each verdict (held, regressed, inconclusive) comes with the evidence behind it, and if a fix later breaks, Oka walks back through the chain.
- Verdicts with cited evidence
- Regression chain walks forward and back
- Auto-emitted follow-ups when fixes break
4 sessions touched the tag, no contradictions
7 sessions, predicate satisfied
p95 latency exceeded threshold on 2026-05-14
← regressed from: Add token-bucket impl
← regressed from: Use Tower rate-limit
Know which agents to trust
A scorecard for every AI tool and teammate in your stack. How often their work actually holds in your codebase, ranked side by side and built straight from your git history.
- Per-tool and per-person hold rate
- Commits, PRs, and reverts from your history
- Humans, bots, and AI agents, side by side
Hold-rate by agent, last 30 days
Your PM, briefed on everything you've shipped.
Oka's PM Agent has read every decision, every outcome, every regression in your account. Ask it "what should we ship next?" and you get an answer with the evidence behind it: which past work it pattern-matches, how confident it is, and what's likely to break if you ship it.
What should we ship next on the auth migration?
PM Agent
Prioritize refresh-token rotation. JWT rotation has held in production. The rate-limit middleware regressed twice and is blocking the same release tag.
Which agent's fixes actually hold?*
Oka knows which AI tool produced each shipped change. Claude Code, Cursor, Copilot, Devin, Codex, Aider, Amp, Hermes, or a human. Then it watches what happens next. The leaderboard shows you, for your codebase, whose work survives in production and whose unravels.
*Until your account has resolved enough outcomes to be honest about the numbers, the leaderboard says "Building baseline."
Oka was built with Oka.
One engineer. One hundred and one days. Every decision logged. Every shipped change scored. Every outcome tracked. The first case study writes itself.
Read the case studyPricing.
Per-engineer team plans with metered overages for LLM tokens, API calls, knowledge searches, and storage. Enterprise tiers with SSO, on-prem, and dedicated onboarding.
See pricingFrequently asked questions
Everything you need to know about Oka
Start measuring what
holds.
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