#ai#llm#architectureAI Agents in Production: 94% Fail Before Week Two88% of AI agents never reach production. $547B in failed AI investments. The five gaps that kill agents and the architecture that actually survives.9 aprel 202615 dəq.5
#career#software-engineering#aiThe Specialist vs Generalist Divide: Why the 2026 Job Market Rewards Depth Over BreadthSWE postings down 49% from peak. AI roles up 340%. Junior hiring collapsed 73%. The market is bifurcating and depth sets the price.4 aprel 202612 dəq.5
#ai#developer-productivity#software-engineeringThe METR Study: AI Tools Made Experienced Developers 19% SlowerA rigorous RCT found AI coding tools slowed down experienced developers by 19%. The developers themselves believed they were 20% faster. The perception-reality gap changes everything.4 aprel 202614 dəq.5
#ai#sustainability#infrastructureAI Data Centers Now Use More Power Than 30 Countries — The Sustainability Crisis Nobody Talks AboutData centers consumed 415 TWh in 2024 — more than the UK. The IEA projects 945 TWh by 2030. Big Tech emissions are rising 23-60% despite net-zero pledges. Here's what's actually happening.28 mart 202615 dəq.5
#ai#llm#opinionThe Distillation Wars: Anthropic and OpenAI Accuse Chinese Labs of Stealing Models at Scale24,000+ fake accounts. 16M+ exchanges. DeepSeek, MiniMax, Moonshot accused of industrial-scale model theft. The ethics, the hypocrisy, and the national security framing.25 mart 202616 dəq.5
#ai#career#llmAI Engineer Roadmap 2026: From Software Developer to $206K in 6 MonthsA phase-by-phase roadmap to become an AI engineer: LLMs, RAG, agents, and what interviews actually ask.15 fevral 202614 dəq.5
#ai#llm#pythonLLM Evals Are Broken — How to Actually Test Your AI App Before Users Do65% of companies use generative AI. Almost none test it properly. Here's the eval framework that caught our $47K hallucination disaster.13 aprel 202616 dəq.4
#ai#economics#infrastructureThe 10M-Token Context Window vs the $1M/Day Inference Bill: AI's Fundamental Economics ProblemSora cost $15M/day to run. Lifetime revenue: $2.1M. Context windows keep growing. The economics that decide which AI products survive.4 aprel 202616 dəq.4
#ai#llm#startupMicrosoft Built Its Own AI Models (MAI) — And That Changes Everything for OpenAIMicrosoft launched MAI models built by 10-person teams that beat OpenAI's Whisper. The $13B partnership is fraying.4 aprel 202611 dəq.4
#ai#open-source#ethicsThe Rakuten AI Scandal: They Deleted DeepSeek's License File and Called It Their OwnRakuten launched 'Japan's largest AI model' with government backing. It was a fine-tuned DeepSeek V3 with the MIT license deleted. The community caught it in four hours.1 aprel 202616 dəq.4
#saas#ai#startupThe SaaSpocalypse Is a Pricing Crisis, Not an Extinction Event$1 trillion wiped from SaaS stocks in Q1 2026. AI agents are shrinking seat counts. But the real threat is pricing, not existence.31 mart 202614 dəq.4
#ai#tools#opinionClaude Code vs GitHub Copilot vs Cursor: I Use All Three (Here's When Each Wins)I tested Claude Code, GitHub Copilot, and Cursor daily for months. Here's which wins for each task.6 mart 202617 dəq.4