Beyond Code Coverage: Functionality Testing with Playwright — Marlene Mhangami, Microsoft
https://video.ut0pia.org/w/qZQs1euwDhHdrPymNskNup

Beyond Code Coverage: Functionality Testing with Playwright — Marlene Mhangami, Microsoft
PeerTubeHow to Leverage Domain Expertise — Chris Lovejoy, Notius Labs
https://video.ut0pia.org/w/vPqCzoPnKe6nESmn8ACkSn

How to Leverage Domain Expertise — Chris Lovejoy, Notius Labs
PeerTube
88% of AI Agent Projects Never Reach Production. The Problem Is Not Your Model. It Is Your Harness.
I spent three weeks fighting an AI agent that kept deleting the wrong files.
Medium
Stop Flushing the KV Cache: How GitHub Trades VRAM for Compute to Cut Agentic Workflow Costs by 10x
The Era of Stateless Agents: Building Intelligence with Goldfish Memory
Medium
AI Will Not Fix a Team That Lacks Engineering Discipline
Faster code does not mean better engineering
MediumConnecting the Dots with Context Graphs — Stephen Chin, Neo4j
https://video.ut0pia.org/w/h51sRpLf56DosXtbxC1a6K

Connecting the Dots with Context Graphs — Stephen Chin, Neo4j
PeerTube
Why Specification-Driven Development (SDD) is Not a Silver Bullet for AI-Assisted SDLC
Using a popular SDD GitHub Spec Kit and a real-world feature experiment
Medium
What DeepL Got Right That No LLM Can Copy
A top-down look at the product that understood data and specialised AI before the world was talking about either.
MediumAgents Don't Do Standups: Building the Post-Engineer Engineering Org — Mike Spitz, PFF
https://video.ut0pia.org/w/pjW7FGubyvKMQJyDLj5obd

Agents Don't Do Standups: Building the Post-Engineer Engineering Org — Mike Spitz, PFF
PeerTube
What Happens When AI Learns From Incorrect Labels: The Hidden Cost of Noisy Training Data