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Individual speed isn't team delivery.
AI coding assistants make one engineer faster. Wakalix makes engineering delivery consistent — reviewed, tested, and auditable across every work item.
Convert one backlog itemIndividual AI coding tool
Fast for one engineer
–No audit trail — nothing in git links output to the AI model
–No review gate — AI output reaches the codebase unreviewed if no human checks it
–No convention learning — next session starts from scratch
–No delivery record — no way to attribute output to a work item
Wakalix team workflow
Consistent for the team
✓Every change attributable to a named role — the engagement record is the source of truth
✓A dedicated review step gates every PR — PASS verdict required before merge
✓The architect reads your conventions before writing; retros reinforce them engagement after engagement
✓Every deliverable has an identifier, a commit, a test, and a reviewer verdict
Audit trail
Every action in git, linked to a work item
There is no separate tracking system. The engagement record IS the source of truth — what was done, by which role, against which deliverable. One search shows the full history of any deliverable.
Review gates
Reviewer verdict before every merge
The dedicated review step reads every diff against your acceptance criteria. CHANGES-REQUESTED stops the chain. Nothing reaches main without a PASS — not a spot-check, a structural gate.
Convention learning
Your standards, reinforced cycle over cycle
Cycle 1, the architect reads your conventions file and existing patterns. Cycle 3, the reviewer knows your error-handling conventions. Cycle 6, the engine ships the way your best engineer would.
Wakalix is not a productivity tool — it's a delivery system. The difference is the scope: productivity tools make individual work faster; delivery systems make team output consistent, auditable, and reviewable. The git audit trail, the review gate, the smoke verification, the retro — these are not features you turn on. They are structural properties of how every cycle runs. A team using Wakalix produces the same audit-traceable, reviewer-approved output whether it's cycle 1 or cycle 20.
See the team in detail.
20+ roles, four tiers, self-correcting cycles — the engineering team you bring to one stuck problem.
The team