Rakita Book Demo
Kurt — AI Software Factory

More shipped.
Less backlog.
More momentum.

Kurt runs a fleet of coding agents inside your repos — turning tasks into tested, review-ready pull requests.

kurt · agent-07 feat/checkout-fix
✓ planning task — read repo & design
✓ pnpm install
✓ build passed
✓ tests — 24 passed
✓ pushed branch
→ opening pull request
PR #318 · Add coupon validation
ready for review · +148 −12
Task in, pull request out

Every task runs the full lifecycle — automatically.

An agent doesn't just write code; it takes a task from start to a PR you can review.

01
Plan
Reads the task, the existing code, and the design, then plans the change.
02
Build
Writes the code in your repo, installs dependencies, and runs the build.
03
Test
Runs your tests and migrations, and iterates until they pass.
04
Ship
Commits, pushes, and opens a review-ready pull (or merge) request.
Assign tasks the way you already do

No new workflow to adopt.

Agents pick up work from the tools your team is already in.

Task board
Mark a task ready on your board and an agent picks it up; every new comment kicks off another run.
Notifications
Kick off agents and follow progress from Telegram, Slack, email and more — wherever your team already talks.
Panel
Run a task by hand from Kurt's console and watch it build live.
A real engineer's toolkit

What each agent can do.

Writes & reads code
Implements features and fixes by working across your actual repository.
Runs builds & tests
Installs dependencies, builds, and runs your test suite — iterating until green.
Runs migrations
Applies database and schema changes as part of the task.
Opens pull / merge requests
Commits, pushes, and opens a PR or MR for your team to review and merge.
Reads design
Pulls Figma designs (via MCP) so UI work matches the spec.
Works in your stack
Runs in a container built for your toolchain, not a generic sandbox.
The agent images

Each agent runs in a purpose-built container.

Your toolchain, isolated, reproducible.

Node
Node 22, pnpm, Bun, Claude Code, and the Figma MCP — ready out of the box.
PHP / Symfony
PHP 8.3 with Composer on the same base.
Add your stack
A new image type is a single Dockerfile away — bring the runtime your repo needs.
Autonomy you can govern

Powerful agents, under your control.

Built so platform and security owners can say yes.

Isolated by container
Every agent runs in its own container against its own repo — no shared blast radius.
Live logs
Watch any agent's run in real time; secrets and tokens are redacted from the logs.
Run status at a glance
See which agents are busy, what phase they're in, and how long they've been running.
Start, stop, rebuild
Full lifecycle control of the fleet from one console.
Single sign-on
Login is gated by Rakita platform SSO.
Humans merge
Agents open PRs; your team always reviews and merges. Nothing ships unseen.
Use cases

Throughput that scales with the work.

01

Burn down the backlog

Point agents at your task board. The routine tickets — small features, fixes, chores — come back as review-ready PRs, while your engineers focus on architecture and the hard calls.

Outcome — more shipped each week, without growing the team.
02

A fleet, not an assistant

Run many agents in parallel across services and repos — each on its own task, in its own container.

Outcome — throughput that scales with the work, not with headcount.
03

From design to PR

Hand an agent a UI ticket; it reads the Figma design over MCP and implements the screen against your codebase.

Outcome — design-faithful UI work without the pixel back-and-forth.
Who it's for

Built for the people shipping the roadmap.

Engineering leader
CTO / VP Eng

The backlog grows faster than the team can hire. Wants more throughput without a headcount fight.

Gets — a fleet of agents shipping in parallel, steady momentum, and delivery that keeps up with the roadmap.
Tech lead / staff engineer
Hands-on delivery

Tired of routine tickets stealing focus from the work that needs real thought.

Gets — hand off the boilerplate, keep the craft — review clean PRs instead of writing them.
Platform / DevOps owner
Security & governance

On the hook for what autonomous agents can touch and expose.

Gets — isolated containers, redacted logs, SSO, live visibility, and start/stop control over the whole fleet.

Turn your backlog into pull requests.

A fleet of coding agents that plan, build, test and ship — while your team builds what's next.

Get a demo