Search blog posts, case studies, GitHub repo roundups, agent architecture notes, and practical AI automation guides.
AI browsers promised to put an assistant beside your tabs. Codex, Claude Code, and Claude Cowork suggest a bigger shift: task-based agent workspaces where the browser, files, tools, and review surface live together.
AI agents need more than better prompts. Learn the lightweight control plane small teams can use for identity, permissions, logs, review, ownership, and shutdown.
A practical JQ AI SYSTEMS roundup of GitHub AI repos suggested by The Next New Thing AI: Anthropic financial services agents, CloakBrowser, UI-TARS, CodeWhale, AgentMemory, 9router, AI-Trader, and more.
A full breakdown of the Camille Guillain AI Operating System: architecture, agent roles, memory, and how 70 to 80% of manual work was eliminated without losing the human voice.
Brock Mesarich breaks down Anthropic's Claude Duet. Compare the official launch film and announcement with Grok Bot, ChatGPT Dots and Meta Muse, including access, approvals, safety claims and the shared usage-limit catch.
Futurepedia tests OpenAI Dots across Pages, Work, Codex, voice, and scheduling. See what completed, what broke, three starter use cases from the creator guide, and who can access Dots.
Andrew Warner and Erik Siu test Grok Bot's cloud computer, skills, routines, triggers, plugins, and handoffs. Here is how to deploy it with control.
Which Hermes Desktop surfaces actually matter, why profiles are not security sandboxes, and what to get right before you schedule anything. Judgment, not docs.
Andrew Warner and Peter Cooper review ten AI repositories plus one community build. Here is the source-checked field guide, with links, licenses, limits, and first tests.
Garry Tan frames personal AGI as owned context, reusable skills, and agent infrastructure. Here is the architecture, security model, and 30-day build plan.
Andrew Warner and Peter Cooper review Agent Desktop, Subvox, Claude-Mem, design skills and more. Compare the episode picks, a dated GitHub Trending snapshot, developer profiles and where to start.
Sam Altman talks with John Collison about AI-discovered PHP flaws, a proposed Navier-Stokes proof, agent teams, containment, compute and what businesses should do as personal agents arrive.
David Ondrej tests Kimi K3.1 Pro with Blender and FreeCAD, then asks what its speed and price mean for agent loops. Separate his demo, Moonshot benchmarks, cyber controls and the influencer allegation.
Duncan Rogoff shows how his scheduled Claude Code agents make an artifact, compare it with benchmarks, and record one evidence-backed lesson for the next run. Here is the guide, the three-night result, and the limits that matter.
Watch Corey Ganim diagnose a real client's stalled AI prospecting team. The useful work is scope, fewer agents, one CRM source of truth, and an honest line between a call recommendation and a deployed result.
Andrew Warner and Adam review NewsJack, OpenSEO, Paperclip, Anthropic finance agents, Open Code Review, ECC, WeKnora, Agent Skills, Orca, Octop, and more. Here is the ordered repo guide with demos, licenses, cautions, and first tests.
FreeLLMAPI combines provider free tiers behind one local endpoint, with model routing, failover, coding-agent setup, media APIs, and important production limits.
A practical guide to Meta Muse, screen context, interview prep, Astra demos, prompt portability, agent monitoring, Omi, Apple Live Rewind, and Granola.
A practical guide to routing, compressing, externalizing, and structuring agent context with FreeLLMAPI, Headroom, PX Pipe, Context Mode, OmniRoute, and more.
Greg Isenberg explains the marketing engineer role through a Growth OS, agent job specs, six learning systems, an HVAC example, and a 30-day plan.
Andrew Warner and Corey Ganim review Rakazo, Hermes Bot Mode, Meridian, Clipto, creator-built apps, Microdex, Bot Directory AI, and the rise of specialized agents.
Andrew Warner and Nick Vasilescu unpack a $5K/month managed-agent offer built around fast workflow discovery, Orgo, Hermes Agent, weekly outcomes, and controlled access.
A practical Omarchy 4 guide to the Quickshell rewrite, keyboard-first workflow, agent integration, plugins, Arch updates, hardware fit, and safe evaluation.
Matt Wolfe covers Grok Bot, faster agent models, Claude autonomy, AI provenance, open video, and accessibility. Here is the source-checked builder guide.
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