MRI Pipeline second opinion: clinician-in-the-loop https://sudonull.com/mri-pipeline-second-opinion-clinician-in-the-loop
Breakdown of the engineering pipeline for processing DICOM MRI with mandatory physician review. TypeScript orchestration, Python computations, FHIR export. For middle/senior dev. Study the code.
SDLC is Dead: AI Agents and the New Development Loop https://sudonull.com/sdlc-is-dead-ai-agents-and-the-new-development-loop
How AI Agents Destroyed the Classic SDLC and Created a New Paradigm: Intent → Build → Observe. Context Engineering and Closed-Loop Observability — Key Skills.
Imperagen raised £5 million for AI enzymes https://sudonull.com/imperagen-raised-5-million-for-ai-enzymes
Startup Imperagen created a closed loop of quantum modeling, AI and robots. This accelerates R&D hundreds of times. Find out who will benefit from the breakthrough.
Loop REPL in Forth on Elixir | Pipeline https://sudonull.com/loop-repl-in-forth-on-elixir-pipeline
Implementation of a streaming Forth interpreter in Elixir: from shuttle to loop style with `|>`. Code, diagrams, error optimizations. For middle/senior dev. Study the approach.
Ralph loop patterns: verifier and evolution https://sudonull.com/ralph-loop-patterns-verifier-and-evolution
Breakdown of 5 Ralph loop patterns for AI agents: from same-prompt to self-evolving. Verifiers, oracles, artifacts. Checklist for developers. Dive into the architecture.