Search blog posts, case studies, GitHub repo roundups, agent architecture notes, and practical AI automation guides.
xAI launched Grok 4.5 for coding, agentic tasks, and knowledge work. Here is the practical builder read: benchmarks, pricing, token efficiency, Grok Build, Cursor, EU availability, and when to test it against Fable, Opus, GPT-5.5, and GLM.
Andrew Warner and Cathryn Lavery test Paper, an agent-native design canvas controlled by Claude Code, Fable 5, Codex, and MCP. Here is what works, what still needs taste, and when Paper beats chat-only design.
Nate Herk gave Claude Fable 5 one goal prompt and got a product, landing page, videos, business plan, market research, and brand package. Here is the practical builder lesson: goal design, subagents, verification, and human validation.
Nate Herk shows how to keep Fable 5-style process after access changes: turn good runs into skills, use effort levels deliberately, and route cheaper models to the work they can handle.
Fable 5 is back with limits, credits, and stronger safeguards. Here is the practical playbook: code review, UX walks, business strategy, security loops, MCPs, and prompts worth spending Fable on.
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.
Andrew Warner and Eric Siu review real Hermes Agent use cases: computer control, competitor research, memory systems, Linear and Notion handoffs, Slack and Discord channels, remote gateways, crons, and reusable 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.
Hermes Desktop turns Hermes Agent into a real agent workspace: sessions, profiles, artifacts, skills, cron jobs, sub-agents, and practical workflows for builders.
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 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.
OpenAI previewed GPT-5.6 Sol, Terra, and Luna, but access is limited to trusted API and Codex partners. Here is what is official, what the reaction videos get right, and what builders should do next.
A practical JQ AI SYSTEMS roundup of The Next New Thing's June 25 GitHub Hot Repos report: OpenMontage, codebase-memory-mcp, timesfm, peerd, FluidVoice, birdclaw, worldmonitor, penpot, voicebox, system prompt leaks, Agent-Reach, daily_stock_analysis, and OpenCut.
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.
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.
A practical JQ AI SYSTEMS roundup of The Next New Thing's June 11 GitHub Hot Repos report: last30days-skill, headroom, Open Notebook, Codex plugins, Agent-Reach, Cosmos, taste-skill, Apple container, MarkItDown, and more.
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