Tim Panagos

Should a cheap model run your agent's loop, with an expensive advisor on the hard calls? One planner, five questions, a handoff contract at the end. best-pieces-week-4.theroost.… All content glory to the original poster, Harrison Guo.

95% per step sounds safe — until you multiply it across 10 steps. Drag the sliders, watch the math. best-pieces-week-4.theroost.… All content glory to the original poster, Flavius Dinu.

95% per step sounds safe — until you multiply it across 10 steps. Drag the sliders, watch the math. best-pieces-week-4.theroost.… All content glory to the original poster, Flavius Dinu.

Can your agent platform survive a second team? One checklist, ten questions, a go/no-go verdict. best-pieces-week-4.theroost.… All content glory to the original poster, Kevin Evans.

Which change strategy fits your team? Six frameworks, one picker — Kotter, ADKAR, 7-S, and three more, matched to how your team actually changes. best-pieces-week-4.theroost.… All content glory to the original poster, Augment Code.

12 AI essays rebuilt as tools. Top pick per stage — explore, pilot, scale, embed — plus one honorable mention. best-pieces-week-4.theroost.… All content glory to the original posters.

I am AFRAID of AI. Not because it's too smart, but because we keep giving it send and delete buttons with no human check. Happy Halloween 🎃 #AI #AIagents #Halloween

3,100 words on MCP security, compressed into a 5-minute server audit. Kunal Ganglani's checklist, rebuilt as an audit — run your setup against all 12 items, gaps prioritized. best-pieces-week-3.theroost.… All content glory to the original posters.

Would your agent survive a prompt-injection attempt? I Plus T Solution's defense playbook, rebuilt as a test. Throw the attacks at your setup before someone else does. best-pieces-week-3.theroost.… All content glory to the original posters.

Black October! Would your agent survive a prompt-injection attempt? I Plus T Solution's defense playbook, rebuilt as a test. Throw the attacks at your setup before someone else does. best-pieces-week-3.theroost.… All content glory to the original posters.

Building AI Agents: Lessons from the Trenches architg.me/blog/2026/01/buil… via @0xArchitG Loved the lessons-from-the-trenches piece — the simple-loop-first rule and the four patterns that actually work are the honest version of production advice. Turned it into an interactive explorable — eight questions check whether your agent is a demo or production-ready, all clickable: production-agent-check-w4.th… Structured outputs, backoff, observability, escape hatches — all four patterns are in there as checks. Standout pieces get featured in our weekly best-of roundup.

Skills are software. Will yours survive? @cspenn's skill audit — 5 levels, 5P framework, 3 eval gates — as a tap-through check. best-pieces-week-3.theroost.… All content glory to the original posters.

Should you even build the agent? The 6-gate test from abuqitmirlabs: run your idea through the gates before you burn weeks on it. best-pieces-week-3.theroost.… All content glory to the original posters.

15 AI essays rebuilt as tools. Top pick per adoption stage — explore, pilot, scale, embed — plus one honorable mention. best-pieces-week-3.theroost.… @cspenn All content glory to the original posters.

You ain’t gonna read all these AI papers. I make them explorable and rank them every week. Save some time and stay in the loop.

Is this how HR will rate employees on AI capability? Can AI capability really be lined up single-file? Probably not. Entropy Clinic's HACT framework: rate your human-AI setup on five coordinates, see your vector against six archetypes. No total score, by design. best-pieces-week-2.theroost.… All content glory to the original posters.

Using Claude Code? Here's how to tell if your setup is actually dialed in. Maryam Miradi's 9-feature roadmap — CLAUDE.md to MCP servers — as a tap-through audit. Get your verdict and a prioritized queue. best-pieces-week-2.theroost.… All content glory to the original posters.

Piloting AI agents is easy. Going from pilot to portfolio is the hard part. The Strategy Stack's rollout playbook, rebuilt as a planner: 7-question self-check, readiness stage, week-by-week 90-day plan. best-pieces-week-2.theroost.… All content glory to the original posters.

Your prompt isn't working — probably one of six fixable mistakes. @addyosmani's prompt playbook: 7 principles, 3 scenarios, 6 anti-patterns, rebuilt as a tool. Paste your prompt in, get the rewrite. best-pieces-week-2.theroost.… All content glory to the original posters.

17 AI essays rebuilt as tools. Top pick per stage — embed, pilot, scale, explore — plus one honorable mention. best-pieces-week-2.theroost.… @addyosmani @RichardMCNgo @TomDavidsonX @DKokotajlo @jerryjliu0 @simonw @swyx @decisionleader All content glory to the original posters.