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Matt Van Horn and Andrew Warner explain how Last30Days gives AI agents current research across X, Reddit, YouTube, TikTok, Instagram, GitHub, and more. Here is the setup, Doctor mode, source verification, and safe workflow.
Dan Shipper and the Every team tested GPT-5.6 Sol for a month across coding, writing, design, and knowledge work. Here is where Sol wins, where Fable still leads, and how to route real tasks.
Pat Simmons gave Fable 5 and Opus 4.8 the same prompts for an e-commerce store, 3D art museum, and strategy game. Here are the raw outcomes, costs, limitations, and model-routing lessons.
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.
Nick Saraev shows Fable 5 generating 25 highly visual websites with sub-agents, tools, deployment, and review loops. Here is the practical JQ AI SYSTEMS version: design the prompt, verify the output, and sell the human layer.
Theo argues the Fable 5 backlash is mostly wrong. Here is the practical builder version: Fable was not simply nerfed, but routing, safety classifiers, usage limits, and cost discipline now matter more.
Pat Simmons shows three ways to reduce dependence on gated frontier models: local Ollama, free NVIDIA NIM endpoints, and cheap OpenRouter model routing. Here is the practical builder version.
Andrew Warner and Matthew Berman break down AI agent loops: triggers, verifiable goals, LLM-as-judge loops, sub-agents, scheduled automations, token budgets, and reusable Loop Library templates.
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 this week's hot GitHub repos suggested by The Next New Thing: MoneyPrinterTurbo, headroom, MarkItDown, Supermemory, ECC, taste-skill, VoxCPM, and more.
AI agent memory is becoming the new business knowledge base. Learn how memory differs from chat history, why agents forget work, and how small teams can structure context for better automation.
A practical framework for turning repeatable prompts into installable AI skills with folders, metadata, assets, install scripts, release notes, and review discipline.
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.
Prompt libraries are useful, but reusable AI work is moving toward skills, connectors, subagents, and review steps. Here is how to turn a good prompt into a workflow asset.
OpenAI GPT 5.5 review: 1M context, 82.7% Terminal-Bench, 85% ARC-AGI-2. What the benchmarks say, where Opus 4.7 still leads, and what it means if you build.
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.
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.
Matt Wolfe covers Kimi K3, OpenAI's Hugging Face containment failure, Gemini 3.6 Flash, Qwen3.8, ChatGPT Health, Claude Voice, FLUX 3, and the tools builders should actually test.
Alex Finn tests GPT-5.6 Sol inside Hermes Agent. Here is the verified setup through Codex OAuth, the reasoning-effort decision, three bounded workflows, and the safety controls to keep.
Matt Wolfe reviews GPT-5.6, ChatGPT Work, GPT-Live, Grok 4.5, Muse Spark 1.1, Muse Image, Claude Cowork, J-space, Google Photos Video Remix, and Seedream 5.0 Pro.
Andrew Warner and Corey Ganim review Glaze, ChatGPT Voice, ElevenLabs Music, Willow Voice, Stanley Studio, Claude Cowork mobile, Grok 4.5, GPT-5.6, and Claude-generated video demos.
Riley Brown connects Claude Fable 5 returning, OpenAI GPT-5.6 entering limited preview, Sonnet 5, Cursor for iOS, model rerouting, and the shift from selling apps to selling agents. Here is the practical builder read.
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.
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.
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