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How do you make 768 servers look like 1? The answer is sharding. I wrote about *why* it's needed and *how* it's achieved for Postgres and MySQL. It's a fun one. Link below.↗

New Max Agency with @FactoryAI CTO & Co-Founder @EnoReyes. This was a particularly fun one. Since we're both building harnesses, we nerded out pretty deep. Awesome conversation on why the harness matters more than the model running underneath it, how Factory built Missions, + m…↗

·@hwchase17·Jul 16, 2026·media·factory-ai·max-agency·podcast·youtube

You just hired a million bad employees. AI was supposed to replace human labor. It did the opposite. For the first time in history, humans are cheaper than software. And AI is creating more jobs than it eliminates. --- Technology has always solved one problem by creating a…↗

·@gsivulka·Jul 15, 2026·media·agents·ai-workforces·claude-code·evals

🎙️ 🚨 Latest State of Agentic Coding w/ special guest @mariozechner (Flask) is out: - Vibe-checking Fable & GLM 5.2 - @mitsuhiko teaches us RL - How harnesses smooth out model jank - Loops, surviving AI fomo, and more Also on YT & Spotify ⬇️↗

·@bentlegen·Jul 13, 2026·media·agentic-coding·fable·flask·glm-5-2

What Is a Software Factory? Earlier this year, our team at 8090 took apart the billing engine of a large entity. It was 18 million lines of COBOL and Assembly that had been accumulating since before some of our engineers were even born. Nobody fully understood it anymore but by…↗

We're gonna start posting episodes of AI That Works here - this one was super fun, me and @vaibcode talked about how observability is gonna have to evolve to help us grapple with a world where we're shipping more code than we can feasibly read includes shout outs to @mipsytipsy,…↗

AI’s Biggest Winners Have the Lowest Margins The biggest winners of AI need not be the companies with the most engineers, the largest data teams, or the highest software budgets. They may be the companies with the lowest margins. The manufacturers, trucking carriers, distributo…↗

BREAKING: Apple is suing OpenAI, accusing it and its hardware chief of a coordinating trade secret theft campaign to help build its upcoming suite of AI devices.↗

·@markgurman·Jul 10, 2026·media·ai-devices·apple·lawsuit·openai

Over the last month, I burned over $200k in tokens with gpt-5.6-sol. I built a lot. Instead of just reacting to the benchmarks, news, tweets, etc, I went a different route. This video is an overview of all the cool shit I built using the new model. Proper review coming soon™↗

·@theo·Jul 10, 2026·media·gpt-5-6-sol·model-overview·video

Excited to share a major milestone from Mirai Labs. We've just published our latest research on state-of-the-art speculative decoding for LLM interactivity. Local LLM inference runs at batch size = 1, so speculative decoding must scale to large draft budgets. Existing factorize…↗

5.6 Sol is underhyped for general work Real work is not just a repo of markdown files and a git repo High level, high leverage work, whether you're a developer or not, spans crosses email, slack, multiple, documents, multiple tabs in my browser, and native software. It's no lo…↗

·@jxnlco·Jul 10, 2026·media·chatgpt-work·computer-use·gpt-5-6·plugins