
The Bot Marketplace is Here
The Marketplace has landed in CodeBots Platform 6.0.0, making it easier to discover, install, and reuse bots across teams. It’s a big step toward turning scattered AI experiments into repeatable, governed outcomes.
Today we’re shipping CodeBots Platform 6.0.0. It’s a major release that introduces the Marketplace, a new way to discover, publish, and reuse bots across teams and organisations.
If you’re building with AI across multiple teams, you’ve probably felt the pain. Great ideas spread quickly, but standards, consistency, and shared learnings don’t always follow.

The Marketplace is a step toward fixing that by making bots discoverable, reusable, and versionable. This release also includes a developer-friendly v2 API, an overhaul of core data structures and the database, and a stack of documentation improvements to help teams get productive faster.
Why we built it
There’s a big difference between vibe coding and shipping software sustainably.
Our view: don’t let your teams “vibe code” their way into chaos. Use AI, but do it with structure, consistency, and quality.
Vibe coding can be a great accelerant, but inside an enterprise it often leads to:
- One-off experiments that never become repeatable
- Teams solving the same problems in parallel
- A lack of shared “memory” (patterns, guardrails, and reusable assets)
- Faster output, but more drift in architecture and quality
Our goal with CodeBots 6.0.0 is simple: help teams scale AI responsibly. That means making it easy to install bots that encode standards, share them across the org, and keep them up to date.
Strategic outcomes
The Marketplace is the mechanism; the outcomes are what matter:
- Scale AI responsibly with repeatable automation and guardrails
- Accelerate delivery by reusing bots instead of rebuilding them
- Reduce technical debt by standardising the approaches that get shipped
- Enable self-service so teams can install bots that match your approved stack
What you can do today
Here’s what CodeBots 6.0.0 unlocks right now:
- Discover bots in the Marketplace with richer metadata and better browsing/search.
- Publish and share bots across teams and organisations.
- Version bots so you can reuse them safely (and upgrade intentionally).
- Get productive quickly with improved onboarding paths.
If you’re new to CodeBots, the easiest entry point is:
- Sign up and Start Here
For the full breakdown of everything in 6.0.0, see the full release notes.
How it works (high level)
The mental model is:
Marketplace → Bot → Pipelines/Workflows → Reuse
In CodeBots terms:
- A Bot is a collection of models, repositories, and pipelines.
- The Marketplace is a shared catalogue for publishing, discovering, and reusing bots across organisations.
- A Pipeline is a sequence of automated steps that process inputs and produce an outcome.
Practically, that means you can standardise how work gets done (and how it gets repeated), without forcing every team to reinvent the same tooling.
What’s next
This release lays the foundation for Marketplace-scale reuse. Next, we’re focused on making adoption easier, enabling commercial workflows, and improving the end-to-end building experience.
What we’re actively working on:
- A Partner Program and payments integration so publishing and adoption can scale commercially. See Partner Program
- A new docs experience for publishing paths for bots, so sharing knowledge and onboarding stays frictionless
- Getting back onto ChatStudio and AI, with better workflows for designing and delivering with bots
Try it
Two good ways to get started:
- Sign up and Start Here
- Join the community on MatterMost
If you’d like help choosing the right bot setup for your organisation (or you want to publish bots internally), jump into the channel and tell us what you’re building.
Discover More
The Vibe Coding Cliff
The vibe coding cliff is the moment the magic stops: when steering by intent and momentum no longer holds a system together and the LLM cannot keep the rising complexity in the air. It is the point where the vibes run out and real engineering has to step back in.
What is Vibe Coding
Vibe coding is the moment software development stops feeling like manual labour and starts feeling like momentum, steering with intent while the LLM handles the grind, keeping developers in flow rather than lost in files.

The Codebots Diagram Engine
The Codebots Diagramming Engine powers automated, standardised system modelling, reducing technical debt. Developed by Scott Lanham, it supports UI, logic, and database models by defining clear relationships between shapes and connections. Ongoing improvements, including enhanced visuals and markdown integration, ensure scalable and maintainable software design.