Curated signals for developers. Updated hourly.
Reading about monitoring is one thing. Getting an actual alert to land in your inbox at 2am - well, in my case, on demand, during a test - is another. I wanted to understand observability the way an SRE actually experiences it: not as a diagram in a
AMD’s Threadripper Halo Station combines massive memory, four AI accelerators and 96 CPU cores for demanding local AI workloads.
Last week I published a post about nine measurement bugs I found in my own evaluation harness , all of which happened to favour my results. Two readers replied with things I hadn't found. Both were about my checks rather than my numbers. I verified b
Cursor just open-sourced their plugin specification (7,421 stars, 648 forks) and it exposes production-grade agent coordination patterns that most frameworks hide behind abstractions. Each plugin is a standalone directory with a .cursor-plugin/plugin
Production failures: the things that page you · Chapter 1 of 24 · Reliability · new chapter every Friday morning By the end of this chapter: Read an unfamiliar dashboard under pressure and decide what to look at first. Why this matters When a pager g
Google AI Overviews now answer a huge share of search queries before a user ever clicks a link. For developers, this isn't just a content problem, it's a technical one. Getting cited in an AI Overview depends heavily on how your site is built: how fa
They're aimed at protecting minors, but the rules are not universally supported.
VernLLM is the LLM call framework for TypeScript. This video tests out its features, which includes adaptive AIMD rate-limiting, advanced circuit-breakers, multi provider fallbacks, developed retries with budget and observability. Open source with MI
GNU Automake 1.19 is out, the first new release of the widely used build-system tool in 15 months. The GNU Automake project's NEWS file and Phoronix's report , both published September 10, 2026, describe a release built almost entirely around fixing
Microsoft has had to change how it reviews extensions... again... because of how frequently developers are submitting.
When Anthropic launched Claude Fable 5.1 this month, it centered the announcement around one benchmark result: its Terminal-Bench-Science score. In The post Fable 5.1 vs. Fable 5: Results on a real-world budget, not the spec sheet appeared first on T
For two years, domain accountability in DNS abuse enforcement has effectively meant one report, one domain, one mitigation decision. That's the practical scope of the obligation ICANN's Registrar Accreditation Agreement has placed on registrars since
I Built a Documentation Tool in 48 Hours (While Running a Code Jam) Most founders would tell you: "Focus on one thing. Ship it. Polish it. Then move to the next." I'm 12. I don't have the luxury of that advice. Yesterday, I launched KODA v16 - an AI
[ EXECUTIVE TEARDOWN // TL;DR ] Sable has no cloud backend: every financial record lives in on-device SQLite, so privacy is a topology, not a policy. Every model function call is a dry run rendered as a Review & Confirm card - the human commits, so a
History of the Model Context Protocol (MCP) Origins (mid-2024) MCP started as an internal fix for an annoyance. In July 2024, Anthropic engineer David Soria Parra got tired of manually copying answers from Claude into his code editor because the mode
The document is a three-page weekly ops report with five screenshots pasted in: a growth dashboard, a chat channel, a spreadsheet, an alert and a kanban board. I built it myself as a test file with invented content, because it's such a common shape o
I've been quietly building Antigravity Tools - a collection of 59 free, browser-based developer utilities - and today I'm sharing everything I built and learned. Why vanilla JS? No React, no build step. The main constraint I set for myself: zero depe
In this post, I examine what is recorded in AWS CloudTrail when someone attempts to exploit CVE-2026-89049, a CVSS 9.9 vulnerability in the AWS Systems Manager Agent. The goal is to help readers determine whether their environments may have been targ
Syndicated from the original on lkforge.com . The two games under test are playable at tic-tac-toe and 2048 . The games on my site don't think with a language model. Tic-Tac-Toe runs minimax with alpha-beta pruning ; 2048 runs an expectimax search ov
Last month I spent 30 days letting AI write 100% of my code - a real SaaS, in production, no line of app code typed by me. Then I did the thing you're supposed to do after an experiment: I went and read what everyone else thinks is happening. So I re
I pulled the numbers from Forg - 700 public projects, 1,318 builders, and a mountain of company data - to answer three questions I keep arguing about with other founders: What are indie hackers actually shipping? What stack are they running? How are
SyllogOS is a multi-tenant platform I'm building for Greek cultural associations and the federations they belong to: members, boards, events, documents. Its first tenant is a regional federation, and the people logging in are volunteers, not engineer
Originally published at linkdigest.dev , where I build this. Every number here came from a live link on 2026-09-08 and 2026-09-10. The failure described is one this service shipped to a real user. If you have a host table that maps domains to platfor
The last post covered the quality chain. This one is about visibility . An AI can push three features forward in an afternoon. If you can't tell where the project stands, what a change will touch, or how the last stretch went, the automation is runni
The Demo Was Perfect I've done this more times than I'd like to admit. Build an LLM app. Test it with 10 carefully chosen questions. The answers are beautiful - accurate, well-formatted, exactly what I wanted. Record a screen capture. Post it on Twit