Atlas · seriesHands-on with AI coding tools, agents, and workflows.
A role-by-role playbook for BAs, FAs, and POs to adopt AI across the full requirements lifecycle — from discovery through backlog, specs, and stakeholder reporting — with prompt templates, tool comparisons, and an adoption framework.
Six-angle expedition mapping 19+ commercial tools, OSS agents, independent benchmarks, and live security vulnerabilities — converging on a single verdict: AI review is a triage filter, not a merge gate.
A working 2026 follow list across blogs, YouTube, X, podcasts and aggregators — the same dozen practitioners dominate every category, and the operational lesson is to cap your inputs.
An end-to-end blueprint for chatting a feature into Claude Code on Slack and watching it build, PR, and auto-deploy to a per-feature subdomain on a Synology NAS — wiring, correlation state, and the failure modes that bite at every joint.
Reference Dockerfile, compose snippet, hardening recipe, and threat-model table for running `claude --dangerously-skip-permissions` inside a locked-down container in 2026.
Landscape of 2026 deep-research agents — commercial, OSS, and Claude-Code skills — plus a verified head-to-head Scout vs 199-biotech vs Weizhena and a status check on which "ideas to steal" Scout has actually shipped.