Guides, tutorials, and insights on AI coding tools and API providers.
I've been wrong about this. Multiple times. Back when I was kicking around tech forums a decade ago, I loved the "which programming language would you delete fr
Last month I watched an AI agent self-destruct in real time. The plan it generated was *beautiful*. I'm not exaggerating—the reasoning chain was so clean, so lo
Look, I have a confession to make. I've been obsessed with Process Reward Models (PRMs) for the better part of a year now. Ever since OpenAI dropped o1 last Sep
I was scrolling through my phone last Tuesday night when Anthropic's update notification popped up. My first thought? *Great, another round of "we've cracked co
Honestly? My initial take on Vibe Coding was dead wrong. I thought AI couldn't write real code. Six months later, I've discovered it writes terrifyingly good co
Last year I landed a gig building a RAG system for a company with 12 subsidiaries and about 5,000 document chunks. The brief? Answer financial analysis question
I was scrolling through a research forum last week when I stumbled on a question that made me pause: "If you design a clever loss function, what tier of paper c
Last Friday afternoon, a mate who builds knowledge base software pinged me a screenshot. "RAG is dead, long context rules everything" — some tech forum post tit
Last Tuesday at 3 AM, I was staring at a codebase that made me question my career choices. Not because it was complex. Because it was a 47-file Python monolith
TL;DR - Claude Code acts like a colleague who'll argue with you about architecture (agentic workflow). Codex is more like autocomplete on steroids (self-supervi
Hot take: Most AI agents shipped in 2025 will fail spectacularly in production, and OpenAI's shiny new Agents SDK won't prevent a single one of those failures—b
Let’s be honest about something first. I’ve seen maybe twelve of these “Codex agents” pitched in the last eight months—it’s March 2025 now, so the hype cycle is