nith.inWriting on software architecture, engineering leadership, AI/agentic systems, and the homelab-to-enterprise pipeline.https://nith.in/The Verifiability Ladder: How AI Learned to Code, Why Developers Paid the Price, and Where the Economy Breakshttps://nith.in/posts/ai/ai-verifiability-ladder/https://nith.in/posts/ai/ai-verifiability-ladder/AI didn't target developers because they were easy to replace. It targeted code because compilers give the cleanest feedback signal for reinforcement learning. Developers were collateral damage of a training methodology — and they're just the first rung on a ladder that climbs from verifiable to unverifiable work.Thu, 02 Apr 2026 10:00:00 GMTAI Can't Replace What It Can't Seehttps://nith.in/posts/ai/ai-cant-replace-what-it-cant-see/https://nith.in/posts/ai/ai-cant-replace-what-it-cant-see/Companies are replacing senior talent with juniors and AI tools. But the most critical knowledge in any organization — the kind that drives real decisions — is invisible to AI entirely.Tue, 31 Mar 2026 10:00:00 GMT