Guides, tutorials, and insights on AI coding tools and API providers.
Last week at a hackathon in Berlin, I watched GPT-5.1-Codex-Max refactor an entire graph algorithm module in 47 seconds. Here's the thing—I'd spent three *night
Last November, I did something monumentally stupid. My team was haemorrhaging cash on GPT-4 API calls, so I slashed our context window from 32K tokens to 8K. Se
Last Thursday at 2:47 AM, our chatbot went silent. Not the graceful kind of silent—the kind where customers start tweeting things you don't want your investors
Last Tuesday at 2 AM, I stared at my DeepSeek API dashboard for five straight minutes. The bill had jumped from ¥47 to ¥1,280—that's about $6.50 to $175—in just
Last Tuesday at 3 AM, I found myself staring at an AWS bill that nearly made me spit coffee all over my monitor. Our vector database had racked up almost $900 i
Last March, my Twitter feed was absolutely flooded with tech influencers raving about Vibe Coding. "Just describe what you want and AI builds it." "80% of tedio
Last Wednesday, 3pm-ish. I'm nursing a flat white, mentally checked out for the afternoon, when Slack pings. Finance team. "Your AWS bill this month is 47% high
Last Tuesday, at 2 AM, I did something reckless. I pasted our three-year-old payment module into GPT-5.1-Codex-Max and said, "Refactor this." 47 unit tests. Zer
Last week, my AI assistant hit me with this gem on conversation turn #12: "Wait, what framework was that bug in again?" I stared at the screen. We'd been debugg
Last Wednesday at 2 AM, PagerDuty ripped me out of sleep. Production GPT-4o calls had spiked 300%. The estimated billing overage? $8,000. I squinted at Grafana
Last year, a client in financial research nearly gave me a heart attack. They were using a RAG system to auto-generate research summaries, and it confidently re
Last Tuesday I found myself staring at a spreadsheet, coffee gone cold, trying to figure out why a client's customer service bot was haemorrhaging money. They'd