You bring
Your coding agent.
It keeps the seat it is best at: turning your direction into code.
The team you get
Use the coding agent you already know. CatWrangler surrounds it with the platform it needs to build production software as one coordinated team.
Real reactions captured while AI agents built with CatWrangler.
You bring
It keeps the seat it is best at: turning your direction into code.
CatWrangler brings
Coherence
The architect
Source control
The release manager
Database
The DBA
Quality
The QA team
Deployment
The ops engineer
Platform
The platform team
Built for multiplayer
One person with a crew of agents—or five people with twenty. Shared memory, AI-mediated merge, and every agent gets its own lane.
The team you get · I
The architect
Every decision is documented and resurfaced at exactly the moment it is needed.
An agent cannot start work without documenting what it is about to do and why. Intent is part of the build, every time.
Describe the task and the system returns the exact files, functions, governing decisions, and relevant work already in flight.
The reasoning persists beside what it shaped. Two days or two years later, every agent can recover why the system is this way.
The team you get · II
The release manager
Many humans and their agents can work the same subsystems at agent speed. Every change runs the same gauntlet—no exceptions, no honor system.
Intent goes on the record: what will change, and why.
Deterministic and LLM checks surface conflicts before code exists.
Access is scoped to the declaration. The server holds everything else.
The result is checked against the promise. Undeclared extras are caught.
An LLM merges at the function level. Conflicts are mediated, not queued.
An agent can never silently overwrite another’s work. Not “shouldn’t.” Can’t.
The team you get · III
The DBA
Persistent Postgres storage is wired into source control so each database version stays in step with its code version as agents build.
Database design lives as declarative SQL, versioned and tied to the decision that changed it.
Every agent branch gets a writable clone of real Postgres. Twenty agents can work without sharing one fragile sandbox.
Schema changes meet a real query planner on the branch clone, not production traffic at 2 a.m.
Vibe-coded apps die at the database. Ours branch, test, and merge theirs—code and schema in sync.
The team you get · IV
The QA team
Testing is part of the workflow, not a step after it. Agents test as they go because it is the easy path—and because the gates do not open otherwise.
The branch is built and tested in isolation. It never reaches trunk until it passes.
Trunk is rebuilt and retested after the LLM merge. A merge is verified, not trusted.
The exact artifact headed for a live environment is exercised first.
Checks run against the live result, with the last known-good release ready.
Testing becomes the path of least resistance.
The team you get · V
The ops engineer
An agent can build, deploy, observe, and check a live result from inside CatWrangler—no console, ops ticket, or human loop unless you want one.
One call ships a build to a live environment. The log returns to the agent that asked, so it fixes its own failures.
Your team uses the running app immediately. Agents read live logs and learn what happened, not what they assumed would.
A human promotes staging when it is ready. Releases are tagged and the last known-good version is one call away.
The DevOps hire you’d never make—on call for every agent, around the clock.
The team you get · VI
Everything an agent needs to build a product the right way is already there, so it never has to improvise.
Credentials stay out of source while remaining usable by the agents that need them.
Images, assets, and binaries live outside the repo so source control stays fast.
Agents post, claim, and resolve work without accidentally taking the same task.
Coordination with other agents and humans stays on the record.
A versioned manual agents read and write travels with the code.
Automated checks compare what was built with what was decided across the project.
Each one is something an agent would otherwise fake. Now it doesn’t have to.
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Vibe-Engineering
The speed of vibe coding, with the memory of a real engineering team.