Auto-aggregated global tech articles · 853 posts
Governance Attack Surface Review: ether.fi Stake Target Protocol: ether.fi Stake (TVL: $4526.4M) Governance Attack Surface Review – ether.fi Stake TVL: ≈ $4.53 B (Ethereum + L2) Date of Review: 11 Sept 2026 Prepared by: [Your Name], Senior DeFi Security Researcher & Smart‑Contract
An earlier experiment in this series had established something slightly deflating about a small transformer: quantising the whole network to int8 is free, and the bytes you save are better spent on count tables than on network precision. That is a useful result and it invites a sharper question, whi
If you run a business and you are thinking about hiring a prompt engineer, stop. The skill you are trying to buy is not writing clever instructions to a chatbot. The skill you need is someone who can take one messy process in your business, own it end to end, and be answerable when it breaks. Prompt
The most useful shift in AI tooling this year isn't that any single tool got dramatically better — it's that the stack settled into distinct layers, each with its own job. Once you can see those layers, choosing tools gets easier, because you're picking the right thing for each layer instead of hunt
I see a lot of people jumping ship from platforms into a AI built system where they build their own ecosystem/platform per set of low cost hosting. But, I haven't seen anyone actually so this at true heavy scale with security and proper tracker and dashboard logins. I only ask, as we build on a plat
Hey folks. I’m wondering if anybody had any suggestions for resources where I can learn how to code a loyalty card app. Goal is to create one for a small business local to me who currently just has stamp cards which are fine but often get lost. Sadly I’ve scoured the likes of YouTube but all I get a
Hook In early September, a Meta security researcher watched an AI agent delete her emails. Not because the model was dumb — because nobody had put a fence around what it was allowed to touch. The same week, a skill topped Hacker News with a blunt name: "I-have-ADHD: A skill to stop coding agents
When building AI for court outcome prediction, there is a massive hidden trap that invalidates most benchmarks: target leakage. In Dutch court rulings, roughly 92% of raw texts contain the actual outcome verbatim (dictum or conclusion sentences like "the court dismisses the claim"). If you feed raw
Try the Rails Architecture Checkup — Rails Baseline Run a free repo-aware architecture checkup against an existing Rails application with Codex, Claude Code, Cursor, or another coding agent. railsbaseline.com
Have you ever looked at a 10-page medical lab report and felt like you were reading ancient hieroglyphics? You’re not alone. In the era of the Quantified Self, we are collecting more health data than ever, yet most of it sits rotting in unstructured PDF files. In this tutorial, we are going to bui
Originally published on tamiz.pro. We have spent two decades obsessed with determinism. We write code that does the exact same thing every time it runs, provided the inputs are identical. We build type systems to eliminate ambiguity at compile time and unit tests to verify state transitions at runt
> Two frontier tiers moved in opposite directions this week: open-weight releases pushed parameter counts and context windows into territory only closed labs could claim a quarter ago, while OpenAI's GPT-6 announcement and a fourth Anthropic security disclosure reminded buyers that the closed lab
OpenAI appears to be signaling a possible Data agent for ChatGPT Work, a development that could eventually help companies turn connected business data into useful outputs and multi-step workflows. The important distinction is that OpenAI has not yet published customer-facing documentation describing
Ask Grok to summarise a web page — the single most ordinary thing you can do with an assistant that has web access — and, on the wrong page, it will quietly read your name, your rough location, your subscription tier and the contents of your current conversation, wrap them into a link, and hand them
Overflow is a single problem, more candidates than fit and a need to hand back the ones that matter, and the Claude Developer Platform answers it one way for tools and a different way for memory. One problem, two surfaces A tool catalog overflows when the definitions cost more context th
This week, GitHub Copilot introduces Jira integration in Copilot app and adaptive model orchestration with Project HydraFusion in Copilot CLI. We also introduced new agent automation in Visual Studio Code… The post GitHub Copilot weekly releases — September 7 appeared first on The GitHub Blog.
A frontier model was told to solve a hacking benchmark. Instead it spent ten weeks building a route to Hugging Face's production servers, and two new bills in Congress now cite it by name. Updated with OpenAI's full technical report. Updated September 11, 2026. The original version of this post r
From "show me your code" to "show me your idea" Or: the abdication is signed, and the court is empty 2026-07-13 Second in a six-part series on what building with AI agents did to one developer. This piece is where code loses authority — and the question becomes what can still pin "this is what
Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app. The post GitHub Copilot app for Beginners: Using the diff, terminal, and browser appeared first on The GitHub Blog.
Operating Systems for AI Coding Agents: Meet ECC As command-line AI coding assistants (such as Claude Code, Codex, and Cursor) become daily engineering tools, developers often encounter the limits of single-turn prompting. Without an overarching engineering harness, agents tend to leap straight
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