Articles on reliability, leadership, and platform engineering. Lessons from the field and late-night debugging sessions.
6 of 23 articles tagged Agentic AI
Interactive simulations to practice incident response and observability skills.
Experience a real 2AM incident response: golden signals, distributed traces, log correlation.
Respond to incident →Black Friday checkout outage scenario. Make decisions, get scored on your SRE skills.
Start simulation →Interactive modules on observability and resilience. Percentiles, SLOs, chaos engineering, and more.
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ClearSkills, agents, loops, and graphs are not a maturity ladder. They're four small, mostly old ideas with new names. Here's what each one actually means, what transfers from ops work, and where the hype is louder than the substance.
Read articleA prompt is one instruction you have to be awake to send. A loop is a standing agent that holds your context, chases a goal, and keeps going while you sleep. You already build control loops for everything that matters in production. Here is how to point that instinct at your agents: loop anatomy, shared state files, drift prevention, hard gates, the autonomy ladder, and five platform fleets worth standing up this week.
Read articleNo jargon, no hype. This guide explains how ChatGPT and Claude actually work under the hood: how they read your question, find context, call tools, remember things, and write an answer. Covers AI safety, guardrails, real risks, and why the doomsday headlines miss the point. Written for anyone, not just engineers.
Read articleThe term AI agent gets used for everything from a chatbot with one tool call to a system autonomously managing production infrastructure across a dozen APIs. That gap matters. This is a practitioner breakdown of what an agent actually is, how to build one properly, and what it looks like when you deploy the pattern in healthcare IT and banking operations today.
Read articleI use Claude constantly. At some point the repeat instructions piling up in every chat become a productivity tax. Skills handle how Claude thinks and executes. MCP handles what Claude can see and touch. Get that separation right from the start and everything else follows cleanly.
Read articleA structured view of where AI is already changing the economics of real estate - organized by impact tier, grounded in what practitioners are actually experiencing, and designed to be actionable. From automated valuation and deal underwriting to agentic transaction orchestration and digital twins.
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