Agents plan, build, and ship against your specs — every run traced, every decision accountable to a human.
Coding agents are fast, but unsupervised they hallucinate, loop, and quietly burn budget. Ramanaos puts a spec, a trace, and a human between the agent and your codebase.
LLM hallucinations
Agents work against approved spec sections and acceptance criteria — not vibes. No spec, no build.
Burning tokens
Per-run tokens, cost and cache-hit — by model, over any window. You see the spend, not a surprise bill.
Rework & loops
We flag a run stuck failing the same way — generate → test → fail — so a human steps in before it burns the afternoon.
Escaped defects & noncompliance
Nothing closes until every criterion is met with evidence — or a human explicitly waives it.
A spec-driven loop from requirement to shipped code — with a human at the gate.
Break work into spec sections and acceptance criteria. A human approves it to agent-ready.
Agents claim an issue, implement against the spec, and every step is captured as a traced run.
Each run links the commit and PR that shipped it — the timeline, not a guess.
Criteria met with evidence, then a person reviews and closes. Accountability never leaves a human.
Everything you need to run agents like a team you trust — visibility, guardrails, and receipts.
Outcome mix, attempts-per-issue, cost and cache-hit by model, turns-per-run — the health of your agent fleet at a glance.
An advisory “likely looping” signal driven by the same failure recurring — with the evidence, never a black box.
Living specs with sections, acceptance criteria and human-gated readiness — the source of truth agents build from.
Event-by-event timelines, replay, and side-by-side run diffs. See exactly what an agent did, and why.
A live view of every running agent — what it claimed, its status, and whether a lock has gone stale.
Group work into releases and freeze scope when it matters, so a shipping window stays a shipping window.
Agents can draft specs, implement, and mark criteria met — with evidence. But approving a spec, waiving a criterion, and closing the work stay human-only. Every action is attributed, every close is earned. That’s how you scale agents without losing the plot.
Turn your specs into shipped code — traced, measured, and accountable.