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.
Latest notes
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Technical guardrails for LLM-assisted code: the full catalog
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llm-redact: Find Sensitive Data in Your Repos Before It Reaches an LLM
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LLM Proxy: An Open-Source Gateway to Secure and Control Your AI Usage
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The 5 Slides Generative AI Theoretical Training Course
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flows: Resilient and Declarative E2E Workflows and automation