Vibe coding has a place.
Use it to explore an idea, learn an API or make a disposable prototype. Speed and discovery are the point at this stage.
A coding agent can move quickly. The team still owns the outcome: validate the need, choose a useful solution, set clear boundaries and retain evidence others can review.
Production needs a lifecycle.
When software affects users, data or operations, agents work inside defined scope, checks and human decisions. The result can be explained, tested and maintained.
From market evidence to supported product
- 01 / DiscoverUnderstand users, needs, alternatives and market assumptions.
- 02 / ValidateTest the opportunity and record evidence, limits and uncertainty.
- 03 / Decide and designChoose outcomes, scope, acceptance criteria and product boundaries.
- 04 / Deliver and verifyImplement with suitable checks and reviewable evidence.
- 05 / Release and supportRelease responsibly, support users and learn from outcomes.
Start with the framework, add the skills your work needs, and inspect working examples of developer-facing components and integrations.
agentic-engineering
An open agentic engineering framework with reusable roles and product processes from market validation through delivery, support and learning.
skills
Reusable SKILL.md packages for engineering, usability, security and professional workflows.
agenthouse-webtour
Dependency-free web product tours with web components and MCP authoring tools.
dealdesk-plugin
DealDesk plugin: marketplace-oriented skills and a local MCP bridge for ChatGPT, Claude, Cursor, and Codex.
The framework includes role and process guidance, consumer-owned local copies, and explicit review of baseline updates. The developer preview supports Node.js 22 or newer. Its isolated demo does not change your application repository; onboarding does make explicit, reviewable project changes.
npm install --global @agenthouse/engineering --ignore-scripts
ah-engineering help
ah-engineering demo --root ./ah-demoRead the repository README before onboarding an existing project.
The tools are public. Use the pieces that fit your workflow and keep decisions, quality and release ownership visible.