Auto-aggregated global tech articles · 853 posts
Hey everyone, I made a screen recorder tool called ShotGlass, and I just recently added MCP support. What that means is now Codex or Claude can film app demos for you. Ask it to film a demo of your site or app (e.g. for docs), or doing anything on your computer. It can also edit the video, add wha
Dictating a coding prompt and dictating an email can involve the same microphone and speech recognizer. They should not necessarily involve the same writing style—or the same action after the text appears. We build Clavio, hands-free dictation for Mac, at Just Tools LTD. This is a developer's expla
A financially motivated attacker ran reconnaissance, exploitation, and cleanup with almost no human in the loop — using the same design patterns you'd use to build a helpful agent. That symmetry is the actual story. What Google's threat researchers found Google's Threat Intelligence Grou
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 model had no way to reach outside tools.
[ 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 hallucination's blast radius is one dis
Most of the evidence needed for EU AI Act Annex IV documentation already exists inside the operational traces your AI agents produce — tool calls, human interventions, errors, model invocations, and deployment changes. Attestly reads those traces (OpenTelemetry, LangSmith, AgentOps, MCP logs, etc.)
MiniMax H3 landed at the end of July 2026, the open weights followed in August, and fal.ai shipped a speed-tuned build called H3 Max a few weeks later. Since then every thread about it mixes the three names up. We kept re-explaining the difference, so we put the explanation on a site: h3max.info. Th
Hi everyone, For a long time, the AI industry has pushed the narrative that advanced safety research, data poisoning auditing, and model alignment require massive clusters and millions of dollars. I wanted to test if that's true. Over the last few months, using a 2006 Toshiba Satellite (2GB RAM) for
Typhoon vs OpenThai vs Pathumma: Three Thai LLMs Worth Knowing By Nokka | September 11, 2026 This article was written by AI (deepseek-v4.1-flash) through Hermes Agent, reviewed and edited by Nokka. The first question Thai users ask when starting with AI is often "does this need a paid API?" The
In this article, I will explain how you can set DeepSeek as the default model for your Codex coding agent. By doing this, you no longer need to pay a flat monthly subscription. You only need to top up your DeepSeek API balance and pay for exactly what you use. 1. Preparing Your API Key B
Blog 1 established the rules of learning from biology. This era asked the harder question: can we build a machine that actually does it? And so, in basements and university labs, researchers started wiring things up. What followed was a decade of beautiful, clunky, brilliant hardware — machines tha
Computers and smartphones are becoming more powerful every year. So I've been thinking about a simple question: Why do we still need small microcontrollers like Arduino, ESP8266, and ESP32? Compared with a computer, a microcontroller has very limited processing power and memory. Yet they are used
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 read the discourse. Not a few hot takes — I went de
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 over the random tile spawns — classic, deterministic
Building Trails at JacHacks SF Team: Tirth Suba and Aarnav Gutti At JacHacks SF, we built Trails, a research system inspired by how ants find food. Ants leave chemical trails behind them. Useful paths get stronger as more ants use them, while bad paths slowly fade away. We wanted to see if AI ag
Last month I wrote about how I use coding agents to build things. This week I pointed the same setup at someone else's codebase. Rowboat (rowboatlabs/rowboat, 17.5k stars) had its good first issues picked clean, so I had to work for it a little. What I shipped Three pull requests in abou
8x Cheaper, 2 Points Behind: The Economics Changing How We Pick AI Models By Nokka | September 12, 2026 This article was written by AI (deepseek-v4.1-flash) through Hermes Agent, reviewed and edited by Nokka. Suppose someone told you that you could pick between two AI models. One costs eight tim
ถูกกว่า 8 เท่า ได้คะแนนน้อยกว่า 2 จุด, เศรษฐศาสตร์เปลี่ยนวิธีเลือกโมเดล โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka สมมติว่ามีคนบอกคุณว่าเลือกโมเดล AI ได้สองแบบ แบบแรกถูกกว่าแปดเท่า แต่ได้คะแนนความสามารถน้อยกว่าแค
OpenAI's newest model can navigate software, sustain long coding sessions, produce professional artifacts, and autonomously discover and exploit previously unknown vulnerabilities. The benchmark numbers are extraordinary. The more important story is that GPT-6 Astra changes what an AI deployment is:
Summary: I ran a Claude agent with only browser tools (no pre-written scraper code) against 60 coffee-shop listings on Google Maps across 3 US cities, and compared it to a plain Playwright script on the same pages. The agent got every field right on every checked row, but cost 190k-540k processed to
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