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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.

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