Review queues grow faster than reviewers. The senior engineers who could clear them are the same people shipping the release, and the release itself is a wiki page of steps that only two people have run end to end. Test failures pile into a channel where “probably flaky” counts as a triage verdict. When a security review lands, someone spends a week reconstructing who approved what from screenshots and chat scrollback.
The obvious fix — point an LLM at the repo — fails the platform team’s first three questions. Where does the code run? What can the process reach? Who signs off before anything touches the PR, the ticket tracker, or production?
Brahmalabs answers those questions with mechanism. Agent steps run in containers matched to the workload — a CI image for code, a data image for log parsing — each digest-pinned, each with CPU, memory, and timeout ceilings. Network egress is an allowlist enforced by a DNS and firewall sidecar, and every run’s actual outbound domains are captured and shown on the run page. Your security team does not have to trust that the agent stayed inside the fence; they can read where it went.
Credentials never enter the container as raw secrets — the vault injects short-lived, scoped references at call time. Long-running processes are durable: a release run that parks three days on a staging sign-off resumes exactly where it stopped, without a poller burning compute. And everything — run events, approvals, config changes, integration calls — lands in an append-only audit log, so the evidence for the next security review accumulates as a by-product of doing the work.
Merge decisions. Promotion to production. The verdict on whether a failure is a flake or a regression. Agents draft findings, assemble evidence, and stage releases; the gate before anything mutates a PR, files a ticket, or touches an environment is a named engineer in a reviewer inbox — or N of M of them, with an SLA timeout and an escalation chain when the deadline is real. Agents propose; engineers decide.
Start with one workflow. The free tier is enough to run a real one — agents propose, your team decides.