Stories

Completed digest stories linked to this service.

• Observability is pivoting into AI audit as agentic systems creep into CI/CD

  2026-04-15

  Observability vendors and language designers are converging on AI auditability as agentic tools move into pipe...
• Rethinking RAG: simpler memory agents vs. brittle, slow retrieval stacks

  2026-04-04

  Teams are revisiting RAG architecture as memory-agent patterns promise lower latency and fewer moving parts. ...
• LLMOps Part 14: Practical LLM Serving and vLLM in Production

  2026-03-29

  A new LLMOps chapter explains how to serve models in production and walks through practical trade-offs, includ...
• Make LLM help more reliable with structured prompts and the "invert" check

  2026-03-24

  Two practical prompting patterns—structured templates and failure-first "invert" prompts—can make LLM help mor...
• Docker and NanoClaw team up to sandbox AI agents with MicroVM isolation

  2026-03-14

  Docker and NanoClaw are rolling out MicroVM-based sandboxes to safely run AI agents that execute code and tool...
• AI coding is jamming security queues because process, not tooling, is missing

  2026-03-12

  A New Stack article argues two process failures with AI-generated code are clogging security review pipelines ...
• AI coding boosts some tasks by 56% but slows others by 19%

  2026-02-09

  AI coding assistants can make developers about 56% faster on some tasks but about 19% slower on others, indica...