Search blog posts, case studies, GitHub repo roundups, agent architecture notes, and practical AI automation guides.
Austin Marchese breaks down the B.U.I.L.D. framework for making Claude Code improve over time. Here is the practical version: knowledge base, bulk ingest, data inflow, review loops, and routines without system drift.
Wes Roth walks through Hermes Agent with Stripe payments, Nous Portal, OpenAI Codex, NVIDIA NemoClaw, and Nemotron 3 Ultra. Here is the practical builder version: agents can run business workflows, but money movement needs hard approval gates.
Greg Isenberg interviews Matt Van Horn about Last 30 Days, a Claude Code skill that researches X, Reddit, YouTube, Hacker News, Polymarket, GitHub, and the web so prompts start with current intelligence.
Seven Hermes Agent use cases that hold up in practice: computer control, competitor research, memory, Linear and Notion handoffs, Slack, crons, and skills.
Sakana Fugu and Fugu Ultra are not normal frontier models. They orchestrate multiple models through one API. Here is how they work, what the benchmarks mean, what it costs, and when builders should try it.
OpenAI Codex Record & Replay lets you show Codex a repeated workflow and turn it into a reusable skill. Here is what it changes, where it works, and what builders should record first.
SpaceX reportedly buying Cursor is less about one code editor and more about the race to own the general agent workspace. Here is what builders should watch, test, and migrate carefully.
Anthropic studied 400,000 Claude Code sessions and found that domain expertise matters more than traditional coding experience. Here is what builders and small teams should learn.
Codex Sites, Cursor Canvases, DeepSeek V4 pricing, Poke in Apple Messages, Microsoft Scout, and Hermes Desktop point to the same shift: agent work is moving into super-apps and shareable work surfaces.
Which Hermes Desktop surfaces actually matter, why profiles are not security sandboxes, and what to get right before you schedule anything. Judgment, not docs.
Codex Sites is not just a one-prompt app builder. The real pattern is memory, safe actions, skills, save-gates, and proof loops that let agents operate internal tools.
OpenAI is pushing Codex beyond coding with role-specific plugins, Sites, annotations, and a deeper ChatGPT path. Here is what builders and operators should understand.
Codex is now Windows-native with PowerShell and a real sandbox. What changes for sysadmins, developers, security labs, and anyone letting an agent touch a PC.
Codex now supports Computer Use on Windows and remote control from ChatGPT mobile. Here is how it works, when to use it, and how to keep desktop agent tasks safe.
Hermes /goal and Codex goal-following turn keep-going into a durable objective with a stopping condition. How to set them up and keep autonomy under control.
Connect Claude Code to DataForSEO through MCP for live keyword research, SERP analysis, audits, and scheduled reports without locking the workflow inside an SEO dashboard.
Duncan Rogoff ranks seven Claude Desktop updates. See why split view, side chats, nested sessions and a cross-session check are his four to use now, with access and usage limits checked against Anthropic.
Matt Wolfe builds short videos with Claude, vidIQ and FFmpeg. Copy his project and skill-building prompts, learn the tools, and see where Premiere fits.
Jordan Urbs cancelled a $200 Claude plan and tested OpenCode with Venice. Separate his estimated token bill from actual costs, examine privacy modes, and run a small portability test before switching.
Vaibhav Sisinty tours 14 Claude features for non-coders, from research, Projects and artifacts to the Code tab, mods, commands and parallel sessions. Start here and check plan limits first.
Peter Yang tests Grok Bot with X research, an agent email address, proactive reports, creative work, and paid-community support. Here are ten workflows, two visible limits, and the access and approval details that matter.
Greg Isenberg reviews Brag, Agent Reach, VoiceStudio, PPT Master, OpenRig, Free Tools, Grill Me, and Impeccable. Compare the original repos, first tests, business angles, costs, and safety checks.
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.
Jason Lee builds a Finch-inspired animated self-care app with Claude Fable 5.1, Higgsfield, Seedance 2.5, LottieFiles, React Native, and Expo. Follow the workflow and separate the polished prototype from production work.
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