Search blog posts, case studies, GitHub repo roundups, agent architecture notes, and practical AI automation guides.
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.
AI agents are starting to browse and act on websites more like users. Here is what makes a site easier for agents to understand and safer for businesses to expose.
A practical JQ AI SYSTEMS roundup of this week's top GitHub AI repos suggested by The Next New Thing AI: OpenHuman, CodeGraph, AgentMemory, CloakBrowser, RuView, 12-Factor Agents, and more.
Hermes Agent is powerful, but running an autonomous AI agent on a remote server raises real questions about safety, isolation, and cost. Here is exactly how I am setting mine up on a Hetzner CPX22, what Docker does to contain it, and what risks remain.
Andrej Karpathy listed the top mistakes every AI agent makes. One CLAUDE.md file codified the fixes, installed by 43,000+ developers in a week. How to use it.
A clear definition of multi-agent AI systems in 2026: what they are, how the agents talk to each other, what they look like in production, and when one agent is enough.
A clear, practical definition of AI agents in 2026: what they are, how they differ from chatbots and traditional automation, and what they look like in real production systems.
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.
A practical local AI hardware guide with prices and buy links for Ollama, LM Studio, Qwen, Gemma, Llama, DeepSeek, GLM, Mac mini, Mac Studio, RTX PCs, DGX Spark, and cloud GPUs.
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.
David Ondrej calls Kimi K3 the real Claude killer. Here is the source-checked deployment guide: official API access, Kimi Code subscriptions, Claude Code and Codex setup, model routing, local hardware reality, legal-work limits, and a safety review of the shared Kimi Everywhere gist.
Andrew Warner and Corey Ganim covered a week of AI drops: Codex Record & Replay, Claude Tag in Slack, Zapier MCP, Bluerails, Claude Code artifacts, Revid, WorkClaw, second brains, OpenRouter MCP, and more. Here is what builders should actually test.
A practical JQ AI SYSTEMS roundup of GitHub Trending developers, from Cole Murray and Matt Van Horn to Luis Novo, Jarrod Watts, Eric Buehler, Q00, rUv, and more.
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.
Ari Meisel shows how Tasklet agents coordinate website optimization, knowledge, content, support, and personal tasks. Here is the architecture, full toolkit, shadow-mode rollout, and the controls the demo still needs.
Andrej Karpathy joining Anthropic is a signal that the next AI advantage is not just the model, but the context, memory, workflows, and research loops around it.
Andrew Warner and Adam Brakhane review 13 GitHub repositories for AI design, job search, Office documents, parallel coding agents, secure sandboxes, model routing, and video understanding.
Andrew Warner and Adam Brakhane test FluidVoice, a free open-source Mac dictation app that runs locally. Here is why local voice input matters for Claude Code, Codex, agents, privacy, and faster daily work.
A practical JQ AI SYSTEMS roundup of The Next New Thing's July 3 GitHub Hot Repos report: AI Berkshire, SimpleX Chat, OpenMontage, design.md, codebase-memory-mcp, no-mistakes, ai-website-cloner-template, lingbot-map, free-for-dev, Orca, plus our own GitHub picks.
A practical JQ AI SYSTEMS guide to 12 Claude skills for vibe coders, with credit to Lead Gen Man, plus five GitHub trending repos for agentic video, voice, cybersecurity, memory, and coding workflows.
A practical JQ AI SYSTEMS guide to the nine AI skills from the video, plus nine more skills for turning AI into workflows, memory, agents, review loops, and business leverage in 2026.
Vaibhav Sisinty explains why token consumption is becoming a business cost problem. Here is the source-checked playbook: measure cost per successful task, route models, cache correctly, trim context, set limits, and decide when local inference pays.
Vaibhav Sisinty and OpenAI's Wulfie Bain use GPT-5.6, ChatGPT Work, and Codex to research, build, test, automate, and publish a startup workflow.
Add your name and email to unlock recording.
Thanks for your voice message. I listen to every one myself and I will get back to you within one business day.