Field notes on building with agents and humans
How to put agents to work without handing them the keys, how to design a pipeline that holds, and how teams ship faster while keeping a human on every merge. Written for the people doing the work.
What we write about
Supervising agents
Keeping AI fast and safe at the same time.
Pipeline craft
Designing stages and gates that earn their place.
The runtime for agents
Triggers, sandboxes, and validation in practice.
CI/CD for agents
What changes when agents open most of the pull requests.
Observability
Reading conclusions instead of noise.
Team practice
How planning, code, and operations come together.
Field notes, newest first.
Real release notes and practitioner write-ups only. No fabricated dates, no filler.
Moving to paid-only: what changes and why
JuhJuh is transitioning to a 4-tier paid-only pricing model. Here is what changed, why we made the decision, and what it means for existing users.
From idea to PR in one pipeline: the JuhJuh approach
JuhJuh connects idea capture, AI analysis, prompt engineering, code execution, diff review, and PR creation in a single orchestrated workflow. No context-switching. No manual handoffs.
Auto-Play: execute an entire Epic overnight
Queue child tickets for sequential execution. Each ticket inherits context from completed siblings. Wake up to a board full of PRs ready for review.
Have a sharp take on building with agents and humans?
We publish practitioners.
