01The architect
Coherence engine
Agents document their work as they build. The decisions, reasoning, and live work become shared context.
Your agent writes code. That was never the whole job.
Turn any coding agent into a full product development team.
The team you get
Every seat on the team, filled.
Bring the agent you already use: it takes the coder's seat. CatWrangler fills the other seats as one tightly integrated system—not a checklist the agent might remember to follow.
02The release manager
Multiplayer agentic source control
Many humans, each with their own agents, work the same subsystems at agent speed without silently overwriting one another.
03The DBA
Integrated database
Persistent storage an agent can just use, versioned and proven alongside the code.
04The QA team
Quality control
Testing agents actually run because every gate makes the safe path the easy path.
05The ops engineer
DevOps
Build, deploy, test, observe, promote, and roll back live versions from the same system.
06The platform team
Everything else
Secrets, large files, a shared backlog, project docs, messaging, audits, and sweeps.
Other no-code tools hand you a toy. CatWrangler's no-code system hands you a department.
The team you get · I
The architect
The coherence engine.
Every decision is documented and resurfaced at exactly the moment it is needed.
Written down
An agent cannot start work without documenting what it is about to do and why. Intent is part of the build, every time.
Handed back
Describe the task and the system returns the exact files, functions, governing decisions, and relevant work already in flight.
Welded to the code
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
Multiplayer agentic source control.
Many humans and their agents can work the same subsystems at agent speed. Every change runs the same gauntlet—no exceptions, no honor system.
- 01
Propose
Intent goes on the record: what will change, and why.
- 02
Check
Deterministic and LLM checks surface conflicts before code exists
- 03
Checkout
Access is scoped to the declaration. The server holds everything else.
- 04
Verify
The result is checked against the promise. Undeclared extras are caught.
- 05
Merge
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
An integrated database. It branches too.
Persistent Postgres storage is wired into source control so each database version stays in step with its code version as agents build.
Schema is code
Database design lives as declarative SQL, versioned and tied to the decision that changed it.
A database per branch
Every agent branch gets a writable clone of real Postgres. Twenty agents can work without sharing one fragile sandbox.
Proven before merge
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
Quality control at every gate.
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.
- 01
Pre-merge
The branch is built and tested in isolation. It never reaches trunk until it passes.
- 02
Post-merge
Trunk is rebuilt and retested after the LLM merge. A merge is verified, not trusted.
- 03
Pre-deploy
The exact artifact headed for a live environment is exercised first.
- 04
Post-deploy
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
Deploy it. Test it. Use it.
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.
Build and deploy
One call ships a build to a live environment. The log returns to the agent that asked, so it fixes its own failures.
Use it live
Your team uses the running app immediately. Agents read live logs and learn what happened, not what they assumed would.
Promote and roll back
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
And the rest of the department.
Everything an agent needs to build a product the right way is already there, so it never has to improvise.
Secrets vault
Credentials stay out of source while remaining usable by the agents that need them.
Large file storage
Images, assets, and binaries live outside the repo so source control stays fast.
Shared backlog
Agents post, claim, and resolve work without accidentally taking the same task.
Agent-to-agent messaging
Coordination with other agents and humans stays on the record.
Project docs
A versioned manual agents read and write travels with the code.
Audits and sweeps
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.
Vibe engineering
The ease of vibe coding.
The craftsmanship of a full team.
Vibe coding
One human. One AI.
What you do
Say what you want, in plain language. Look at it. Redirect.
What you get
A prototype that works until it doesn’t—and nothing remembers why. Growing it means rebuilding it.
Vibe engineering with CatWrangler
Everyone on the project. Their AIs. A product org underneath.
What you do
Say what you want, in plain language. Look at it. Redirect.
What you get
Production software, not a prototype. It grows as the business grows, and anyone can iterate on it safely—because the system remembers why.
If you can vibe code, you can run CatWrangler: bring the AI you already use—Claude, ChatGPT (Codex), Kimi—and say what you want. Nothing changes for you. Everything changes underneath.
CatWrangler turns vibe coding into vibe engineering.
CatWrangler is built with CatWrangler: 600,000+ lines, 20+ agents, one codebase, zero merge conflicts.
Other tools replace your AI. We make yours better at its job.