https://techmonk.red/tags/ai/Recent content in Ai on TechMonkHugoenThu, 28 May 2026 00:00:00 +0000https://techmonk.red/posts/ai-token-pricing-commodity-bill-lands-developer/Thu, 28 May 2026 00:00:00 +0000https://techmonk.red/posts/ai-token-pricing-commodity-bill-lands-developer/Commoditized models won’t make AI token pricing disappear. They just change who pays the bill, and you, the one writing code, sit at the end of that chain.https://techmonk.red/posts/ai-code-debug-skills-junior-developers/Thu, 21 May 2026 00:00:00 +0000https://techmonk.red/posts/ai-code-debug-skills-junior-developers/Debugging AI-generated code hasn’t disappeared: it’s become a different skill. The seniors who haven’t figured that out are the ones at risk.https://techmonk.red/posts/ai-patch-wave-security-process/Thu, 07 May 2026 00:00:00 +0000https://techmonk.red/posts/ai-patch-wave-security-process/The AI patch wave isn’t coming. It’s already here. NCSC warns of industrial-scale vulnerability discovery. Your patching process is the real bottleneck.https://techmonk.red/posts/developer-loyalty-ai-tools/Fri, 01 May 2026 00:00:00 +0000https://techmonk.red/posts/developer-loyalty-ai-tools/Google says developer loyalty to AI coding tools is at zero. But developers who spent weeks configuring Claude Code disagree, without knowing it.https://techmonk.red/posts/future-software-development-ai/Fri, 01 May 2026 00:00:00 +0000https://techmonk.red/posts/future-software-development-ai/AI Dev 26 brought 3,000 devs to debate the future of software development: AI agents write 100% of code, humans orchestrate. Who debugs when it fails at 3am?https://techmonk.red/posts/open-source-security-ai-cal-com/Tue, 28 Apr 2026 00:00:00 +0000https://techmonk.red/posts/open-source-security-ai-cal-com/Cal.com went proprietary citing AI security threats. Open source security doesn’t survive by hiding code — it’s never worked that way, and AI makes it worse.https://techmonk.red/posts/ai-generated-code-security/Thu, 23 Apr 2026 00:00:00 +0000https://techmonk.red/posts/ai-generated-code-security/Schneier imagines a future where AI tilts the balance toward defenders. But LLM-generated code is already in production, remains in systems, and risks becoming security debt.https://techmonk.red/posts/ai-token-inflation-business-model/Thu, 23 Apr 2026 00:00:00 +0000https://techmonk.red/posts/ai-token-inflation-business-model/Token billing for AI APIs does not measure value produced, but consumption controlled by the vendor. Why LLM costs can grow over time, where lock-in begins, and how production teams can protect themselves.