Lab
Notes, reports and releases
Notes, open-source releases and field reports from Lab34's work: AI tools and training for IT operations at scale.
Reports
All reports →- More code, less confidence
Where quality breaks in agile teams — what DORA 2025, GitClear, LinearB and Stack Overflow data say about why scrum teams ship worse code, and the habits of the teams that don't.
2026-08-13
Notes
- ronsel: E2E Flows You Can Read, Run and Commit
- Technical guardrails for LLM-assisted code: the full catalog
- redact, Rewritten in Go: One Binary, a TUI, and Reproducible Scans
- One review, three tiers: a feature delivery workflow that scales its own overhead
- redact: Find Sensitive Data in Your Repos Before It Reaches an LLM
- proxy: An Open-Source Gateway to Secure and Control Your AI Usage
- The 5 Slides Generative AI Theoretical Training Course
- flows: Resilient and Declarative E2E Workflows and automation