Search blog posts, case studies, GitHub repo roundups, agent architecture notes, and practical AI automation guides.
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.
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.
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.
Andrew Warner and Corey Ganim review VoiceOS, Grok Bot, OmniWork, Scrimba Explain, Annotate, creator-built apps, and an AI operations service. The common thread is better interfaces around agents.
OpenAI's Black Hat talk revealed agents sharing exploits, rebuilding a backchannel after a patch, and escalating toward the Hugging Face breach.
Andrew Warner and Corey Ganim review Zinley, Pandroid, SKI, Noah, AgentSky, AppLlama, Channels SDK, GenOffice, FLUX.3, and one tiny Wi-Fi utility. Here is what each launch actually is and what to test.
Cody Schneider and Greg Isenberg build a signal-based outbound agent and a transcript-driven content agent. Here is the architecture, cost boundary, platform risk, and safer implementation.
Qwen's official Qwen3.8 Max release explained: 2.4T MoE architecture, agentic coding, cowork benchmarks, multimodal feedback, API setup, and open-weight status.
A source-checked directory of Buzz, Paperclip, Orca, Hermes Agent, ego-lite, Open Code Review, agent skills, T3 Code, World Monitor, and the missing safety stack.
Andrew Warner and Corey Ganim break down 16 AI launches from The Next New Thing: NotebookLM Short Video Overviews, June, xAI Voice Agent Builder, BoringMarketing, open Slack agents, Arena42, Fable 5, Cursor iOS, OpenClaw mobile, Gemini Spark, Hermes context usage, and more.
FutureTools tested nine free skills and plugins for Claude Code, Codex, Cursor, Hermes, OpenClaw, and other coding agents. Here is the practical JQ AI SYSTEMS guide to what to install first, what each skill does, and where to be careful.
A practical JQ AI SYSTEMS roundup of this month's GitHub Trending repos: MoneyPrinterTurbo, Understand Anything, MarkItDown, CodeGraph, Agent-Reach, DeepSeek-Reasonix, and more.
A practical JQ AI SYSTEMS roundup of The Next New Thing's June 18 GitHub Hot Repos report: OpenCut, Apple container, SkillSpector, agent-skills, pm-skills, Agent-Reach, Headroom, system prompt leaks, and more.
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