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A real-world comparison of two LLMs on a genuine race condition bug from GitHub Metric DeepSeek V4 Pro MiMo V2.5 Pro Time ~8 min (2 rounds) ~15 min (2 rounds) Tokens 2.43M 3.36M Cache hit rate 92.1% 95.2% Cost $0.14 (6% top-up fee) $0.13 (0% fee) Bugs found 1 race condition 3 race conditions Fix app
In my first article, I built SKILLmama: an AI skill that finds, scores, and ranks the best library for your exact stack. In my second article, I added a security gate — because a high score means nothing if the tool is dangerous. Both of those workflows had the same assumption baked in: you already
My homelab workstation — hostname AI-NT-No-Problem — has been running a Ryzen 9 9950X3D and an RTX 5090 in an Antec Performance 1 FT full tower for months. It does local AI inference with llama.cpp, hosts my Coder server for remote development, runs Tailscale, a Cloudflare tunnel, Docker, RustDesk,
GLM is the new hotness. I'm hearing it from both sides of the AI builder world. Software engineers are talking about it because the benchmark numbers are interesting, the weights are open, and the coding claims are strong. Vibe coders are talking about it because the pitch is even simpler: maybe thi
Most AI assistant demos jump straight to voice. Voice is great, but a web chat is often the cleanest place to start. You can prove the core idea quickly: configure an assistant in the Portal, send it user messages through the API, and render the response in your own interface. The Telnyx code exampl
Most of my scrapers answer one question: what's on the site right now. But that's almost never the question I actually have. What I care about is what changed since the last run. A new listing showed up, a price dropped, a product disappeared, a status flipped from open to closed. The current snapsh
Sean Duffy says new tech makes it safer for people on the ground who are worried about sonic booms.
When Omegle shut down, many developers assumed anonymous chat platforms were a thing of the past. I wasn't so sure. People still enjoy meeting strangers online—they just expect better privacy, stronger moderation, and a smoother experience than before. Over the past year, I built a browser-based ran
A new report examines whether super-heavy launch vehicles will ultimately be a bust for the space industry.
All three brands make great Bluetooth speakers, but an unpredictable beach environment exposes their true strengths and weaknesses.
Apple filed an appeal after being found in contempt of an order related to App Store fees.
Building Phinq: How a Cronjob Failure Forced Me to Redesign Agent Governance From Scratch By Hytham H -- June 29, 2026 Hermes overwrote a file. Phinq didn't catch it. Not because the code was wrong. Two reasons. First, the skill wasn't even loaded in that session. The agent had no instructions to co
This year again, Supabase surveyed 2,000+ startup founders to uncover what's powering modern startups: their stacks, their GTM motion, and how they approach AI. Many things have changed between 2025 and 2026. See full report here My key takeaways: 78% of founders are technical. Claude Code became th
I Built an AI Pipeline to Write About Building My Products. Then I Had to Debug the Debugger. There's a particular kind of vertigo that hits when you're three hours deep into fixing a content automation system, and you realize the bug you're fixing would make a better blog post than anything the sys
With the debut of Anthropic’s Claude Sonnet 5 on Tuesday came its benchmark charts, showing improvements across coding, reasoning, and The post Anthropic’s Claude Sonnet 5 system card says more about the future of AI than its benchmarks do appeared first on The New Stack.
Coinbase halved its AI spend while token usage kept growing exponentially. CEO Brian Armstrong posted the breakdown on X this week — five concrete levers, no access caps, and 91% of engineers never hit the old usage limits. That last point matters. This isn't a story about restricting developers. It
Last month I checked into a hotel for a conference. Open laptop. Click WiFi. Hotel network. The familiar splash screen appears: enter your room number, your last name, accept the terms. Standard. What’s no longer standard is what’s running behind that splash screen. The captive portal, that login pa
Clicks Technology released a video on Tuesday showing the pre-production hardware and internal software of its Communicator, a $499 smartphone with a physical keyboard that is the closest thing to a new BlackBerry anyone has built in years. The phone was first unveiled at CES in January and is sched
Google on Tuesday released Nano Banana 2 Lite, the fastest and cheapest model in its Nano Banana family of AI image generators. The model produces images in four seconds and costs under four cents per thousand images, making it the company’s most aggressive play yet for developers who need to genera
EquiLibre Technologies, a Prague-based AI lab founded by three ex-DeepMind researchers is now valued at more than $500 million.
