Search blog posts, case studies, GitHub repo roundups, agent architecture notes, and practical AI automation guides.
Nick Saraev calls it role engineering: give agents measurable goals, the right context, examples, feedback and evaluations. Here is a practical operating loop, with privacy and API-cost checks.
Riley Brown shows seven ways to use AI to remove clutter: custom TV software, a modified Kindle, creative video, filtered feeds, agent-led apps, tighter edits and purpose-built internal tools. See the original X examples, cautions and a copyable Clawd prompt.
Albert Olgaard builds a Higgsfield-style AI studio from a public template and API. See what the video proves, where the clone claim stops, and the full attached build prompt.
Paul Bakaus shows Andrew Warner how Impeccable critiques AI-made sites, explores visual worlds, and edits a live local page. Follow the workflow, source links, setup caveats, and a testable design-service idea.
Duncan Rogoff tours seven open-source ArtCraft apps inspired by Photoshop, Lightroom, Premiere, After Effects, Illustrator, InDesign, and Acrobat. Compare current uses, file-format risks, project claims, and a safer switch test.
Nick Saraev asks two agents to recreate Mac Preview, one with REA and one without. See what finished first, what appeared closer, and why this is a useful demo rather than a controlled benchmark.
Matt Wolfe reviews a crowded week of AI releases. This guide separates available tools from betas and previews, with official links, video chapters, and a practical business-idea prompt.
Andrew Warner and Corey Ganim review eight AI releases and four revenue-generating products. Here are the direct links, useful first tests, access limits, and numbers worth checking again.
Meng To uses ThreeUI, Shape, and Angle to explain his paid-app workflow: find a missing tool in daily work, build a distinct product, add APIs and payments safely, then demo it to real buyers. Includes prompts and a validation plan.
Andrew Warner and Affaan Mustafa demo ECC from a prepared idea to a local prototype, promo video, and warm outreach. See what the toolkit includes, what the demo proves, and how to validate demand safely.
Andrew Warner and Adam tour ten GitHub repos for agent teams, memory, local voice, finance, design, and coding. Explore the projects in episode order, with direct links, practical uses, and the limitations worth checking.
Matt Wolfe covers a crowded AI week. This source-checked briefing separates usable releases from previews across Dots, Sol, Sonnet, Gemini Argon, decision models, team bots, image, and voice.
A practical JQ AI SYSTEMS roundup of this week's hot GitHub repos suggested by The Next New Thing: MoneyPrinterTurbo, headroom, MarkItDown, Supermemory, ECC, taste-skill, VoxCPM, and more.
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.
Meta now accepts Muse connectors from outside developers. Learn what the platform confirms, four practical business wedges, distribution routes, review requirements, and a safer first prototype.
Corey Ganim maps Scrapling, Dify, OpenSEO, OpenShorts, and Presenton to five client services. Here is the credible offer behind each repo, plus costs, licenses, and delivery risks.
A practical software-factory blueprint for parallel coding agents: isolate work, build to explicit architecture, prove behavior with evidence, and ship through review loops.
FreeLLMAPI combines provider free tiers behind one local endpoint, with model routing, failover, coding-agent setup, media APIs, and important production limits.
Eight creator tests show where GPT-6 Astra is useful now: app building, browser and iPhone control, video editing, meeting analysis, writing, and presentations.
A practical look at Slowbooks receipt automation, double-entry controls, audit logs, local agents, SimpleFIN bank feeds, reports, migration, and license limits.
A practical guide to Herdr workspaces, tabs, panes, persistent sessions, VPS access, agent tracking, CLI automation, and the official Herdr skill.
Andrew Warner and Matt Pocock explain how Grill Me, specs, tickets, implementation, and review make coding-agent work portable and reliable.
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 ten AI repositories plus one community build. Here is the source-checked field guide, with links, licenses, limits, and first tests.
Add your name and email to unlock recording.
Your recording is emailed to me and kept on this site's server for 12 months, then deleted. Privacy policy.
Thanks for your voice message. I listen to every one myself and I will get back to you within one business day.
Explore João's services and public work, or arrange a free 30-minute consultation.
Choose a time with Cal.com. Your booking status is shown there. No calendar details are shared with this assistant.
Open booking in a new tabWhen enabled, each question is processed by Cloudflare AI and checked for abuse with Turnstile. No chat history is stored by this app. Please leave out private information.
Prepared answers · Public information