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It feels like people are living at different spots in the timeline. Im interviewing a bunch of people for open roles at ridge. - 50% of people STILL havent used ai for more than a google search replacement. - 20% Some people are running their lives in it, but haven't downloade…↗

okay this is fun! will experiment and play around with it more. appreciate the app @tldraw↗

·@me256ow·Jul 18, 2026·tool·drawing·tldraw

The Self-Driving Company We are beginning to see what happens when a company learns to operate itself. In the past six months, engineers at Replit have nearly tripled code output. Review times held steady. Reversions and product incidents have stayed flat. Quality metrics impro…↗

Kimi K3 is really, really good.↗

·@theo·Jul 17, 2026·media·kimi-k3

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.↗

I got "how did you make these diagrams?" a lot yesterday. BTS time! Most began their life as static drawings in Excalidraw. It's helpful to nail down layout and visual goals before jumping into animation. Here's what they looked like: Next step, Cursor 🧵↗

Benchmarks are dead (for us). Our RSI system makes benchmarks too easy. Give ours a benchmark and it builds its own solution–then beats SOTA. We just did it on 6 at once: math, coding, planning, long-context, tool use, web apps. No human tuning.↗

·@poetiq_ai·Jul 17, 2026·benchmark·benchmarking·long-context·rsi-system·sota

I'm working on some new sections for the Solo homepage and needed new illustrations. Instead of having Sol try to one-shot it, I had it build me a little studio. It can still access the raw SVG, but I also have knobs I can tweak. Now we work iteratively until it looks perfect!↗

Introducing Kimi K3: Open Frontier Intelligence 🔹 2.8 Trillion Parameters, 1 Million Context, Native Multimodal 🔹 Kimi Delta Attention enables up to 6.3x faster decoding in million-token contexts 🔹 Attention Residuals deliver ~25% higher training efficiency at <2% additional…↗

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

Introducing Aval - a new open source format for interactive video on the web. It has a built-in state machine, frame accurate transitions, and packed alpha transparency. This is probably the craziest thing I’ve ever built with Codex. I’d been dreaming about this technology for…↗

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