Thoughts on AI, automation, and building — from a 20+ year career.https://jtothez.com/https://jtothez.com/thoughts/agent-ready-is-not-the-same-as-has-an-api/https://jtothez.com/thoughts/agent-ready-is-not-the-same-as-has-an-api/We spent two days automating campaigns through an official vendor MCP server. The tool catalog wasn't a capability list—it was a corporate liability fence.Sun, 15 Mar 2026 00:00:00 GMThttps://jtothez.com/thoughts/dad-do-we-have-any-milk/https://jtothez.com/thoughts/dad-do-we-have-any-milk/Outsourcing the first 3 seconds of observation to an LLM isn't leverage. You burn megawatts, dull your eyes, and become a spectator in your own workshop.Fri, 02 Oct 2026 00:00:00 GMThttps://jtothez.com/thoughts/enterprise-cockpit-problem/https://jtothez.com/thoughts/enterprise-cockpit-problem/Enterprise software defaults to screenshots of fifty dials. To engineers, that signals power. To buyers training forty people, it signals pure overhead.Thu, 18 Jun 2026 00:00:00 GMThttps://jtothez.com/thoughts/five-whiteboard-laws-of-platform-design/https://jtothez.com/thoughts/five-whiteboard-laws-of-platform-design/Five non-negotiable whiteboard principles: why self-provisioning, unit economics, and perceived speed must be locked down before writing code.Sat, 08 Mar 2025 00:00:00 GMThttps://jtothez.com/thoughts/i-built-a-claude-skill-and-benchmarked-it/https://jtothez.com/thoughts/i-built-a-claude-skill-and-benchmarked-it/I packaged an IT-ops workflow (OneLogin SSO) as a Claude skill, then measured it. Here is the benchmark, the loop that made it better, and the honest caveats.Fri, 04 Sep 2026 00:00:00 GMThttps://jtothez.com/thoughts/i-gave-an-ai-agent-my-ad-account/https://jtothez.com/thoughts/i-gave-an-ai-agent-my-ad-account/An agent took our ad account from zero to a live campaign in an afternoon—and silently failed three times. Why unverified success claims kill automation.Thu, 10 Sep 2026 00:00:00 GMThttps://jtothez.com/thoughts/salesforce-claude-and-the-tokenized-circle-of-life/https://jtothez.com/thoughts/salesforce-claude-and-the-tokenized-circle-of-life/Putting CRM inside Claude isn't benevolence. When browser clicks yield zero incremental revenue, headless agent usage is the new enterprise margin tollbooth.Mon, 20 Apr 2026 00:00:00 GMThttps://jtothez.com/thoughts/the-agent-that-refused-its-boss/https://jtothez.com/thoughts/the-agent-that-refused-its-boss/I approved a $220 ad spend with a flame emoji. The orchestrator relayed my consent to the execution node. The node said no. It was completely right.Thu, 20 Aug 2026 00:00:00 GMThttps://jtothez.com/thoughts/the-always-allow-button-is-lying-to-you/https://jtothez.com/thoughts/the-always-allow-button-is-lying-to-you/You click Always Allow on a macOS keychain modal, yet it prompts on the next run. The button isn't broken; it edits an access list that macOS never consults.Tue, 18 Nov 2025 00:00:00 GMThttps://jtothez.com/thoughts/the-fire-emoji-is-a-security-primitive/https://jtothez.com/thoughts/the-fire-emoji-is-a-security-primitive/Guardrails behind an AI ops system at a Seattle dance studio: propose-only chat, tool refusals, and a human approval that only counts if it's the 🔥 emoji.Mon, 07 Sep 2026 00:00:00 GMThttps://jtothez.com/thoughts/the-second-tax-of-capture/https://jtothez.com/thoughts/the-second-tax-of-capture/Tools spent a decade killing capture friction with widgets and voice memos. Nobody talks about the second tax: emptying the junk drawer by hand.Wed, 15 Oct 2025 00:00:00 GMThttps://jtothez.com/thoughts/the-wrap-up-ritual/https://jtothez.com/thoughts/the-wrap-up-ritual/Developers close AI coding sessions and discard the most valuable exhaust: architectural trade-offs, procedural discoveries, and broken tooling instincts.Wed, 28 Jan 2026 00:00:00 GMThttps://jtothez.com/thoughts/vibe-coding-builders-brain/https://jtothez.com/thoughts/vibe-coding-builders-brain/Ranch-raised with tools, but blocked by syntax for 20 years. Here is how modern AI turned code from a barrier into a direct extension of my builder brain.Sun, 12 Jul 2026 00:00:00 GMThttps://jtothez.com/thoughts/your-backup-is-lying-to-you/https://jtothez.com/thoughts/your-backup-is-lying-to-you/Why automated backups fail silently when health checks measure activity instead of invariants, and how an oversized video file jammed an entire git history.Wed, 14 May 2025 00:00:00 GMThttps://jtothez.com/thoughts/your-headless-browser-is-snitching-on-itself/https://jtothez.com/thoughts/your-headless-browser-is-snitching-on-itself/Two days debugging a SaaS pipeline hit with SMS 2FA on every run. The problem wasn't reCAPTCHA—it was Chrome introducing itself as a headless robot.Mon, 22 Sep 2025 00:00:00 GMT