Agentic workflow

Design, build, and review multiple tasks in parallel

How we ship so fast. Coordinated teams of agents design, plan, build, review, and release in parallel – under human direction, with the rigor most teams cut.

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Why this matters

Agent speed, principal-engineer rigor

This isn't a prompt telling one model to go build it. It's a coordinated system of specialized agents, checked by humans, so the work comes back fast and correct.

Work runs in parallel

Design, build, and review loops across multiple tasks overlap instead of waiting in a queue, so timelines that used to run for months land in days or weeks

A human signs off at every gate

Agents draft. People approve the spec. Then agents build and review. And humans check every merge and deploy. It's this human-in-the-loop flow that makes it all work.

The rigor doesn't get cut

Tests, code review, and doc updates are built into the process, not the first thing dropped under a deadline. Gone are the days of having to decide between correct and fast.

Design

Evaluate gaps and distill requirements up front

We start with a set of real requirements, then a team of agents poke holes in the plan – surfacing edge cases, security questions, and unknowns before writing any code. Human-in-the-loop iteration builds a robust spec up front instead of discovering missed requirements later on.

Plan

A spec becomes a build plan, validated against actual code

The approved design is broken into small, sequenced tasks across functional areas, each with exact files and interfaces. Agents validate the plan against the actual codebase first, catching gaps and conflicts before they turn into rework.

Orchestrate

One conductor keeps a multi-day build on track

An orchestration agent runs the whole job – dispatching work, tracking progress, and keeping every team aligned. Workers and reviewers build in concert towards a full-fledged implementation. Nothing gets lost, nothing gets built twice.

Build

The right model for every task

Work fans out to a swarm of agents running in parallel, each routed to a model optimized to balance task complexity and cost – from fast and mechanical to slow and careful. Test-driven development principles built on red/green testing loops.

Review

Every change is challenged before it ships

A dedicated reviewer agent reads every diff and re-runs tests. On the code that matters most, a debate team of multiple agents take opposing sides and argue it out – red team against blue team – with a controller weighing the verdict. Anything serious goes back for a fix and re-review, then a final pass reviews the whole branch for how it fits together.

Ship

Releases go out clean, always with human review

Agents never merge on their own. Humans review and re-test everything. We use automation as much as possible, but it never replaces a person validating a feature works. Upon approval, docs are updated automatically and release notes are compiled by an agent based on what actually shipped.

Design, build, and review loops running in parallel
Human-in-the-loop approvals of all design specs and changes
Tests, doc updates, and release notes auto-generated

Pricing

Included

in every project