The control layer for the agentic build stack.
Hermetiq sits above Bazel, remote cache, RBE, CI, and cost telemetry to turn machine-speed code changes into deterministic build/test verdicts, diagnosis, and verified fixes.
Create your account and explore your build intelligence dashboard.
Outcome: cut build, cache, and RBE debugging from hours to minutes.
From raw build signals to build intelligence
Hermetiq ingests your build's full event stream — Bazel BEP, cache and remote-execution events, OpenTelemetry, and cloud cost — then turns it into optimization recommendations, root-cause analysis, and anomaly detection that any AI agent can query over MCP.
See the full architecture→- Bazel BEP events
- Action cache hit / miss events
- Completed remote action events
- OTEL metrics, logs & traces
- Cloud cost metrics
- Deterministic build verdicts
- Build optimization
- Cache-miss root cause
- Anomaly detection
- Cost attribution
From failed build to root cause.
Hermetiq turns Bazel, cache, remote-execution, and CI telemetry into structured diagnosis and the foundation for agent-ready fix plans.
Find the failing action
Trace the exact target, test, action, input, or environment drift that knocked CI out of the green path.
Explain the cache miss
Compare action keys, command lines, declared inputs, platforms, and cache behavior without spelunking logs.
Unblock remote execution
Separate queue wait, worker saturation, upload/download time, execution time, and scheduler issues.
Recommend the fix
Point to the build rule, .bazelrc flag, toolchain setting, platform property, or fleet change that matters.
Feed the AI agent
Expose build context over MCP so coding agents can inspect failures, explain causes, and act with evidence.
Verify the green path
Track before-and-after build health across branches, teams, time windows, and repeated agent changes.
Connect Hermetiq to your AI Agent
From agent PR to deterministic verdict
Agent PR
AI agents create code at machine speed and push more changes into the build loop.
Diagnose
Failures are mapped to targets, actions, rules, config, workers, and execution strategy.
Deterministic verdict
Rerun, confirm the build/test graph passes, and turn the fix into repeatable build knowledge.
Powering that loop is one build intelligence layer:
Failure diagnosis
Find the root cause behind recurring failures, flaky tests, broken targets, and graph regressions.
Cache and RBE analysis
Explain cache misses, queue delays, worker utilization, remote execution cost, and execution strategy drift.
Cost visibility
Tie build spend to services, targets, workers, invocations, and repeated work that should not be happening.
AI-agent interface
Expose structured build intelligence to Claude, Cursor, Codex, Windsurf, and MCP-capable assistants.
Ready to understand your builds?
Use AI-powered Bazel observability today as Hermetiq turns build intelligence into governed auto-fixes.
Create an account to get started, or talk with us about your build infrastructure.