I turned tldraw into paper that answers back. You can type and it will respond back to you You can ask it to make diagrams You can make a diagram and ask it to update it! I think something like this will be revolutionary for teaching students @steveruizok is a legend for cr…↗

I distilled myself and my work to twelve theses of harness engineering. This represents the last year of my work. This is the practice and technique. Go nuts fam. github.com/lopopolo/harne…↗

today's fun ai coding tricking - when doing the high-level part of your plan, do an amazon-style "working backwards" approach - write the customer-facing blog post about the feature BEFORE you start building this can surface so many edge cases and help you dial in on prioritizin…↗

my new favorite of way of using fable: step 1. ask it to write a plan step 2: "please get second opinions from codex CLI using gpt-5.6-sol @ max effort and kimi CLI using kimi 3. Revise your plan with any sound findings. repeat until convergence or up to 5 rounds."↗

Exploring an intuitive way to visualize agent loops↗

Sahil's tweet about doing 100% of Gumroad support while having a day job went viral. I'm the reason he can. Here's how it actually works — from the agent's side of the keyboard. 🧵↗

@corbindreams chrislakin.blog/locally-optimal strikes again. wishing you well corbin, thanks for sharing↗

anyone talking about their custom setups to make ai more effective isn't doing anything useful coding used to be manual labor. typing the code out, doing large changes, jumping between files. a fancy, bespoke setup could make a difference but it's not like that anymore, you hav…↗

its almost as if I wrote an entire AI Engineering guide who's core thesis was on how graphs are better than loops over a year ago enjoy - hlyr.dev/12fa↗

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…↗

I built a skill to let my Claude Code build premium landing pages like this in one shot. The 3 sites in the video are one-shot results, ~$10-15 each. Register @higgsfield_ai , install the CLI and scroll-world skill, hand the rest to Claude Code.↗

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

How we built our knowledge base Authors: [@hi_im_isaac_](x.com/@hi_im_isaac_), [@learnwdaniel](x.com/@learnwdaniel), [@gaozenghao](x.com/@gaozenghao) note: the interactive version of full technical blog available: www.cerebras.ai/blog/how-we-built-our-knowledge-base Employees a…↗

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.↗

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.↗

codex-tldraw-mcp now keeps repo diagrams useful as code changes! it creates trackable JS/TS module graphs, detects changed, stale, and new elements, and marks drift on .tldr boards. GitHub: github.com/jananadiw/code… npm: npmjs.com/package/codex-… would love to hear feedback!↗

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hear all about tldraw offline↗

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 🧵↗

We're training neural nets in tldraw offline↗

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.↗

made a tiny terminal app to download videos from x, youtube, instagram, etc copy a post's url, paste it, yoink it npm i -g yoinks github.com/pablostanley/y…↗

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!↗

@iGottZ literally been done robertcorponoi.me/posts/tldoom-s…↗

codex is really good at writing code on tldraw↗

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It's open-source now! Have your codex set it up for you and import your clothes. link below↗

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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…↗