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Three People Traced One Image Library Into OpenAI, Meta, and GitHub. Almost Nobody Noticed.
A year-old fix, a buried image dependency, and a three-person team show how AI is changing the economics of…
Will AI Really End Humanity?
Inside the resignation, the sudden CEO consensus, and why nobody can just pull the plugContinue reading on…
Realizing: Agent-to-Agent Communication
How protocols, registries, and orchestration turn independent AI agents into one coordinated system.The last…
GPT-6 Astra vs Claude Fable 5.1: AI Is Moving From Answering Questions to Doing the Work
OpenAI’s Astra wants to operate the computer and finish the workflow. Anthropic’s Fable 5.1 wants to stay…
Claude Opus 5.5 vs GPT-6 Sol: The AI Model Race Is Becoming a Cost-Performance Race
Anthropic pushed long-horizon coding forward with Opus 5.5. Then, while I was writing about it, OpenAI…
AI Burnout
Technology became faster; then humans were expected to match its pace.Cover Image for AI Burnout by Aris…
[Playbook] Cyber Decoys and Honey-tokens for Agent Traps
How engineering teams plant synthetic database credentials to poison and alert on automated adversary…
Who is watching your agents?
As AI agents gain more autonomy, governance, oversight, and accountability matter more than ever.Continue…
Prune Your Context — So AI Can Remember
Simply accumulating UX context or SOP won’t let AI follow your order completely.Continue reading on…
Google’s Dream-RSI Self-Improving AI
Dream-RSI shows a smarter path to self-improving AI: keep the model fixed, replay past searches, and learn…
Your KV Cache Overtakes Your Model Weights at 56,000 Tokens
The formula takes one line, the crossover point is computable, and almost nobody works it out before…
I Tried Jev AI. It’s Nothing Like ChatGPT
Jev AI from TypeSafe returns probabilities, not paragraphs. See how its three question types work, what the…
Jev Is Not Another Chatbot: Why TypeSafe’s System One Model Could Become a New Software Primitive
What Jev is, how it works, why developers are suddenly building with it, where it fits beside LLMs, and 10…
MCP Security: Trust Boundaries, the Lethal Trifecta, and a Practical Scorecard
A connector can answer your question and expose your data in the same workflow. Here is how to assess what it…
Six Easy Pieces with Jev
Getting Started with Jev, the viral new AI classifier that’s not an LLMContinue reading on Generative AI »
Meta Muse: I’ve Never Been So Excited and So Depressed to Be a Builder
Saaspocalypse is destroying one-trick ponies. How Meta Muse is swallowing personal productivity apps and what…
Harness Engineering: Build the Runtime That Turns an LLM Into an Agent (Part 3/3)
Part 3: The Memory — Skills, Todos, Subagents, and the Full PictureThis is Part 3 of a 3-part series.…
To Code is Human: Why AI Can’t Automate the Soul of Engineering
What Henry Petroski’s Lessons on Failure, Foresight, and Revision Teach Us About Engineering in the Age…
Everyone Is Wrong About the “Gemini Hacking Real Companies” Story
The media says Gemini escaped its sandbox. It just walked through an open door. Here is the 3-step fix for…
The Hidden Gap in Meta’s Benchmark Denial Nobody Noticed for Nine Months
The two claims aren’t quite the same thing, and that distinction is the most interesting part of…
TypeSafe’s Jev AI Model and the Hidden Language Tax in LLMs
Jev replaces open-ended generation with choices, scores, and probabilities. Its bigger idea is more…
The Security Rules I Make Every AI Coding Agent Follow
Distilled from a real backend build, proven under real review and real mistakes, not copied from a…
Evolution of RAG Systems
Naive RAG, RRF, rerankers, agents, graphs, and page trees, explained.Continue reading on Generative AI »
Spring AI, LangChain4j, AgentScope or Embabel?
Six Java AI frameworks, two layers — and most teams compare the wrong two.Continue reading on Generative AI…