22 links from the last 24 hours · 17 October 2026
Forgejo version 17.0 was released on 15 October 2026. Forgejo is a lightweight, community-developed, self-hosted platform for code collaboration.
Solar surpasses nuclear power globally for first time - pv magazine Global
Solar and wind are increasingly outpacing nuclear power globally, with solar generation surpassing nuclear for the first time in 2025, according to WNISR 2026. The report highlights nuclear’s slow growth, lengthy construction timelines and limited small modula…
DeepSeek V4.1 Flash 1017 - API Pricing & Benchmarks
DeepSeek V4.1 Flash 1017 is the October 17, 2026 snapshot of DeepSeek V4.1 Flash, served by DeepSeek under the `deepseek-flash` API model name.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
You could have invented transformers from memory
Every layer is a memory store
It is done. After four years of work and various pivots we have released iroh 1.0.
GitHub - cobanov/PS5LM: llama.cpp on a jailbroken PS5: run any GGUF model natively on the console, starting with Qwen 3.8
llama.cpp on a jailbroken PS5: run any GGUF model natively on the console, starting with Qwen 3.8 - cobanov/PS5LM
MCP server instructions: what to write and what to leave out | Amir Pournasserian
What MCP server instructions are under the 2026-07-28 spec, how hosts such as Claude Code load them, and what to write and what to leave out, with a Python example.
TL;DR: Huginn uses its reasoning. More loops didn’t change that. How I got this idea What is a looped transformer Experiment Results Where each model stops needing the trace A probe that looked like a result and was not What this does and does not show How I g…
Does RAM Speed Matter for Mini PC Gaming?
Why RAM bandwidth can double Mini PC gaming FPS, how dual-channel and DDR5 speed compare, and the simple model behind MiniPCs.zip gaming rankings.
An AI agent's code sends jobs to a robot vendor with the business's password in hand. What else could it do with that password, and how do you know? A small example: the code runs in plimsoll's sandbox, a gatekeeper passes on only the requests it is allowed an…
We now know how the seeds of the NIST elliptic curves were generated: they’re not the hash of some saucy sentence, but the output of drand48() seeded with the time, which was indeed in 1997–98.
How the Claude Code team does code review / claude.dev Blog
How do you review code at the volume agents produce it? On the Claude Code team, once we had high coverage and deep reviews, we started optimizing for the minimum amount of human review time that doesn't raise reverts or incidents.
RemainderBot: My part-time assistant runs on tokens I was going to waste · Ari Wilson
RemainderBot spends the Claude and Codex quota I’d otherwise lose on pull requests that move my goals forward. In 25 days it did 111 tasks for me, many I’d never have thought to ask for. Now anyone can run it.
What is a forward deployed engineer, and do you need one?
A forward deployed engineer works inside your team, finds the real problem and ships the fix. What the role is, what it is not, and when you need one.
What it took
Eleven years at Elastic, read back from the most soulless data I own: what the calendar shows, and what it took.
There is a difference between making scientific work more accessible and changing what institutions recognize as valuable scientific work.
Making We Tell Stories
Behind the scenes of Penguin’s SXSW-winning digital storytelling experiment, and why so much of the early web has vanished.
What a difference search images make
PrintsCharming, Cash Every Week, and Aorta Know in App Store search, plus the path from a creative brief in DeployerCoaster to a verified placement through Parsequerade.
AI Has a Problem With Functional Programming — Kev's logbook
AI keeps turning simple code into a guided tour of one-line helpers. The problem isn't functional programming. It's abstractions that don't pay rent.
Speech by Adm. Hyman Rickover outlining his views on the importance of having purpose and perseverance.
Claude reveals ECDSA curve origins
The decades-old mystery of the origins of one of the most popular cryptographic standards has been explained.
LaTeX renderer turns LaTeX source into a rendered view, either a single display equation typeset by MathJax or a full document or prose fragment typeset by faster-latex, with a live …