https://hirepitl.com/blog Practical writing on putting AI to work with people in the loop. en-us https://hirepitl.com/blog/human-in-the-loop-vs-on-the-loop-vs-out-of-the-loop https://hirepitl.com/blog/human-in-the-loop-vs-on-the-loop-vs-out-of-the-loop Human in the loop means a person approves every output. On the loop means it runs and a person watches. Out of the loop means it runs unattended. Most businesses use one setting for everything. Here is how to decide per workflow. Sat, 01 Aug 2026 12:00:00 GMT https://hirepitl.com/blog/copilot-adoption-numbers https://hirepitl.com/blog/copilot-adoption-numbers Not a vague sense that adoption is stalling. The actual 2026 numbers, so you know if your team's experience is normal, and what it's really costing you. Fri, 24 Jul 2026 12:00:00 GMT https://hirepitl.com/blog/netlify-agent-experience https://hirepitl.com/blog/netlify-agent-experience Netlify shipped a major update built around AI agents: Functions redesigned for Agent Experience, an open benchmark called AXIS, and Claude Opus 4.8 live in its AI Gateway. Here's what it means if you're building with Claude. Thu, 16 Jul 2026 12:00:00 GMT https://hirepitl.com/blog/how-i-actually-think-voice-notes-brain-dumps-and-coming-back-to-refine https://hirepitl.com/blog/how-i-actually-think-voice-notes-brain-dumps-and-coming-back-to-refine My process is audio first, not outline first, and forcing myself into the standard advice would have broken the way I actually work. Fri, 10 Jul 2026 12:00:00 GMT https://hirepitl.com/blog/you-cant-micromanage-claude-or-youll-never-succeed https://hirepitl.com/blog/you-cant-micromanage-claude-or-youll-never-succeed Most people fail with Claude because they treat it like a vending machine for tiny tasks instead of giving it a real goal and letting it work. Fri, 10 Jul 2026 12:00:00 GMT https://hirepitl.com/blog/youre-doing-claude-wrong-no-one-else-is-going-to-tell-you https://hirepitl.com/blog/youre-doing-claude-wrong-no-one-else-is-going-to-tell-you The same mistake keeps showing up in room after room: something pretty that solves today's problem and nothing built to hold up past it. Fri, 10 Jul 2026 12:00:00 GMT https://hirepitl.com/blog/youre-not-orchestrating-ai-agents-youre-the-executive https://hirepitl.com/blog/youre-not-orchestrating-ai-agents-youre-the-executive The real unlock in agent orchestration isn't directing every agent's every move, it's delegating the orchestration itself and reviewing outcomes like an executive. Fri, 10 Jul 2026 12:00:00 GMT https://hirepitl.com/blog/claude-team-vs-enterprise https://hirepitl.com/blog/claude-team-vs-enterprise Most teams under 20 to 30 people don't need Enterprise. The real difference isn't the price, it's what happens to your data and who controls it. Here's how to actually decide. Fri, 03 Jul 2026 12:00:00 GMT https://hirepitl.com/blog/human-in-the-loop https://hirepitl.com/blog/human-in-the-loop Human-in-the-loop means AI systems always include checkpoints where people validate, adjust, or decide. Here's why that matters for governance, trust, and the jobs of the future. Mon, 29 Sep 2025 12:00:00 GMT https://hirepitl.com/blog/ai-governance https://hirepitl.com/blog/ai-governance AI governance is a framework of policies, oversight, and practices that ensure AI is ethical, compliant, and trustworthy. Learn how to build trust in regulated industries. Fri, 26 Sep 2025 12:00:00 GMT https://hirepitl.com/blog/ai-transformation-strategy https://hirepitl.com/blog/ai-transformation-strategy Moving from pilots and experiments to enterprise-wide AI adoption with measurable outcomes. Strategy, governance, HITL, and change management. Fri, 26 Sep 2025 12:00:00 GMT https://hirepitl.com/blog/answer-engine-optimization https://hirepitl.com/blog/answer-engine-optimization AEO is about structuring your content so AI tools like Google AI, Alexa, and Copilot can find, understand, and cite you as the trusted answer. Tue, 01 Apr 2025 12:00:00 GMT