ENElie Nehméinelie29.hashnode.dev·1d ago · 36 min readOntology-Based Context Engineering: When RAG Is Not EnoughNote: Originally published on Medium In my previous articles, I discussed Context Engineering and the BMAD method. Today, I want to take it one step further and introduce Ontology-based Context Engin13M
ISIresh Sharmainblog.iresharma.com·2d ago · 9 min readTrimming the Fat, Not the SignalMost writing about coding agents focuses on the loop: call the model, run its tools, feed results back, repeat. codeloom.engine's loop is deliberately unremarkable — an OpenAI-style tool-calling loop 10
GSGeorge Simsindowntherabithole.dev·Aug 27 · 10 min readWhy a Bigger Context Window Makes Claude WorseWe will talk about Context Windows a lot in this post, make sure you have read the previous post in the series: Looking Through Claude's Context Window about what Context Windows actually are before s00
MAMuhammad Azlaan Zubairinblog.mdazlaanzubair.com·Aug 25 · 8 min readAre These Really Accidental Leaks?A GitHub repository collecting supposedly “leaked” system prompts from ChatGPT, Claude, Gemini, Grok, and other AI products has crossed 63K+ stars and 10K+ forks. Most of the discussion naturally focu21K
MAMuhammad Azlaan Zubairinblog.mdazlaanzubair.com·Aug 22 · 6 min readYour Agent Passed the Eval. Its Retrieval Calls Still Tripled.An AI agent can pass the task and still fail the engineering evaluation. That happens when a context-compression policy preserves the final outcome but changes how the agent gets there. The agent stil10
ENElie Nehméinelie29.hashnode.dev·Aug 19 · 18 min readThe Living Specification: How I Keep AI-Written Code CorrectNote: Originally published on Medium Second and final part of "AI Writes the Code. So What Is the Engineer's Job Now?", a series in 2 articles. Previously: the story — one developer, two months, and 00
GSGeorge Simsindowntherabithole.dev·Aug 17 · 9 min readLooking Through Claude's Context WindowIf you haven't done so already, you might want to read the first post in the series: What Is a Token? You've had a Claude Code session get noticeably worse the longer it ran. Slower, vaguer, forgettin24SK
RRajshreeinrjshree.hashnode.dev·Aug 16 · 8 min readThe Death of Prompt Engineering: Why Context Engineering Is the Real AI SkillA few years ago, one of the hottest skills in AI was Prompt Engineering. Entire courses, job descriptions, and tutorials appeared around the idea of writing the perfect prompt: "You are an expert sof00
BDBhuvesh Dhimaninblog.bhuveshdhiman.com·Aug 16 · 2 min readThe winning setup used less than half the tokens and finished more tasksIBM Research compared two ways of handing an agent what it has already learned. Agentic Context Engineering injects the whole playbook every time. ALTK-Evolve retrieves only the guidelines that fit th00
AQAndrew Quilleninblog.andmaverick.com·Aug 14 · 9 min readThe Job Nobody Has YetThere is a role that does not exist in most enterprises right now. It is the most important AI role you have not hired for. It does not require a PhD. It does not require a machine learning background00
