Cobalt is an open-source app platform for Kobo e-readers: a launcher, a signed App Store, a Rust SDK, and a capability-isolated runtime. One USB install; every app after that arrives over Wi-Fi.

Claude goes above and beyond what is asked and guesses what you might want. Codex does what you tell it and stops at the first sign that it might be done. Ten impressions from a week of using Codex more.

Felony Bench is the most important benchmark of our time, some are saying, counting the number of questionable decisions made by AI agents. We might need a Pandemic Bench soon...

Better search results with no ads. Welcome to Kagi (pronounced kah-gee), a paid search engine that gives power back to the user.

The Mission America's industrial base runs on systems built in the 1980s. Billions of dollars in critical components (F-35 parts, industrial assemblies, electronics, bolts, and hoses) still move through email threads, excel sheets, and disconnected ERPs. We're replacing that with an AI-native platform that makes aerospace, electronics, industrial, and defense supply-chain operations nearly autonomous. Faster quoting. Faster procurement. Full visibility. Real operational intelligence for the companies our nation depends on.  Quick Facts - YC W25 company. Top 5% growth in batch - Raised $10M+ from investors including Paul Graham, SV Angel, Pear VC, and CRV - Team of 20 co-live in our Warsaw & SF Hacker Houses - 7 figure ARR transacting ~$50M a week through our system The Job 1. Go. Fly out and plant yourself inside the customer's operation. Weekdays are onsite (Wisconsin, New York, Miami, Los Angeles); weekends we regroup at the SF HQ to debrief and keep building. 2. Understand. Map how the company actually operates, from sales and supply chain teams to executives and CEOs. Learn the breakpoints choking their growth and speed. 3. Implement. Configure automations within SP Studio tooling so the platform accurately reflects the customer's needs. Build trust and confidence in SalesPatriot. 4. Iterate. Take full ownership of the customer's outcome. Keep finding and killing their most pressing problems, leading org-wide scaling, until SalesPatriot is the operating system their business runs on. What We’re Looking For - Ready to relocate full-time to San Francisco. This is not a remote role. - Absolute grinder. Interested in co-living (though not required). - Comfortable with ambiguity and rapid change. - Track record of shipping fast. - Full-stack beyond code: comfortable jumping between frontend, backend, and organizational politics — earning trust with procurement specialists while navigating executive priorities and IT constraints. - Motivated by taking an unknown problem, sinking your teeth in, and coming up with a plan of attack. - Proficiency in TypeScript, JavaScript, and at least one frontend library (React, Svelte, Next etc). - Be ready to show us at least one full-stack project you've shipped (GitHub repo / web app / Loom demo video). - Knowledge of SQL databases, preferably Postgres. - Personable: clients trust you, like you, and look forward to your updates. You handle the conversation and the code. - Low ego, curiosity, and intellectual honesty — focused on outcomes, not "being right." The Process Call with engineer → 1hr technical test → Call with founder → fly out to SF HQ (on us) → offer.

<a href="https:&#x2F;&#x2F;archive.is&#x2F;w1eng" rel="nofollow">https:&#x2F;&#x2F;archive.is&#x2F;w1eng</a><p><a href="https:&#x2F;&#x2F;papers.ssrn.com&#x2F;sol3&#x2F;papers.cfm?abstract_id=6868618" rel="nofollow">https:&#x2F;&#x2F;papers.ssrn.com&#x2F;sol3&#x2F;papers.cfm?abstract_id=6868618</a>

<a href="https:&#x2F;&#x2F;archive.ph&#x2F;SflVC" rel="nofollow">https:&#x2F;&#x2F;archive.ph&#x2F;SflVC</a><p><a href="https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=_2rokxux5cU" rel="nofollow">https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=_2rokxux5cU</a>

How an expired nameserver let me take over e164.arpa zones for multiple territories, and why I probably should have checked my logs sooner.

We’re sharing an update on our efforts to help more teams leverage frontier capabilities for cyber defense.

The deepseek-v4-flash-vision-exp model accepts images alongside text, so you can ask the model to describe pictures, read text from screenshots, analyze charts, and more.

10 RPS with p95 TTFA under 50 ms on a single H100: how we optimized Qwen3-TTS serving.

Compute is the brain of the Waymo Driver, translating raw sensor data into real-time driving commands. Operating demonstrably safe, physical AI on the road demands a fundamental shift towards a system engineered for deterministic, low-latency performance. Over the past decade, we have co-designed our hardware, sensors, and algorithms side-by-side to solve the unique constraints of real-world edge compute. We’re offering the first look under our trunk to share our approach to compute, our custom silicon, and how we collaborate with industry leaders to build the most capable computing system on the road.

My experiences at Systems Distributed '26

I built an (almost) fully self-hosted, sandboxed, agentic software factory.

Recently I've been catching myself having these little moments at work, when I'm trying to read a document someone has sent me and my brain somehow refuses to analyze it. It feels like I'm reading it, but I'm unable to focus on its content. I sat down to analyze these situations and realized they all have a common denominator: the documents all show a strong trace to AI. My brain learned to quickly spot signs of AI-generated content, at least the low effort one, and it now ignores it and moves on without thinking much about it.

Quantize a BF16 GGUF with an imatrix to exactly fit your VRAM, then run it with llama.cpp. Every spare megabyte spent where it buys the most quality.