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Originally published on andrew.ooo — visit the original for any updates, code snippets that aged out, or follow-up posts. DeerFlow 2.0 is ByteDance's open-source "SuperAgent harness" — a long-horizon agent runtime that orchestrates sub-agents, sandboxes, persistent memory, and an extensible skill sy
Vercel not only took React in but took in the team that creates it. They hired the team that builds it, and now the library you depend on has a landlord. 🔑 You should be more concerned about that than you are. Vercel hired important React core team contributors, including Andrew Clark, Sebastian Ma
AI devtool demos are getting very good at the same move: A working integration proves the product can reach a surface. If your product touches customer context, prepare a plain map of: source systems permissions requested data copied memory retained model provider involved logs kept deletion path cu
Introduction ClickHouse® provides a rich collection of built-in system tables that expose valuable information about the server's internal operations. These tables make it easier to monitor queries, storage, replication, background tasks, and overall server health without relying entirely on externa
Originally published at ffmpeg-micro.com FFmpeg's -vf flag handles simple, single-stream operations just fine. Scale a video, crop it, add a watermark. But the moment you need two inputs, or want to route one stream through multiple processing paths, -vf breaks down. That's where filter_complex come
Originally published at ffmpeg-micro.com Airtable is great at tracking content. Rows of video files with status columns, due dates, assignees. But when someone changes a status to "Ready to publish" and you still have to manually export, resize, and transcode each video, the automation stops where i
Working in software development, it is hard to turn off the logic center of the brain. Have you ever looked at a completely normal, everyday situation and thought, "Wait, there's an algorithm for this"? That happened to me recently on a simple bus ride. I observed a family getting on the bus and try
Every team we talk to has a version of the same story. They built an LLM integration that works well in testing. Then, three weeks into production, something comes back slightly different — the model wraps the JSON in a code block, or uses "status": "Completed" instead of "status": "complete", or in
If you sell or buy cheaper AI model tokens, the headline price is only half the story. A user may start with a simple question: Why did this API key spend more than expected? That question cannot be answered by a model price table alone. It needs a receipt for the actual request path. At Tokens Forg
I'll be honest with you. The last time I considered paying for a SaaS product, I caught myself thinking: "Wait. Could I just build this myself?" And the answer, increasingly, is yes. That moment changed something in how I see the software industry. A few years ago, building a working web app require
Some of the engineers who made vibe coding possible have decided it’s a problem. Last month, The Wall Street Journal’s The post Vibe slop is the symptom. Context debt is the disease. appeared first on The New Stack.
We had a simple scheduled job: every hour, pull new products from a third party API. It worked fine on one server. Then we scaled to ten. Suddenly, every hour, all ten servers fired the same job at the same time. Ten servers hitting the same third-party API for the same data, ten times the work for
The Federal Trade Commission has cleared Elon Musk to acquire Mesh Optical Technologies, a startup founded by three former SpaceX engineers who build optical transceivers for AI data centers. The FTC granted early termination of its antitrust review on Wednesday, according to a pattern of Musk acqui
Apple has been lobbying Commerce Department officials and other members of the Trump administration for approval to buy memory chips from ChangXin Memory Technologies, according to the Financial Times. CXMT is China’s largest DRAM manufacturer and sits on the Pentagon’s list of companies with allege
I can’t access Lab #3, seeing this connection error. 2 posts - 1 participant Read full topic
The post Jito Surges as Solana’s Market Layer Goes Live — Can JTO Price Extend Its Rally Beyond $1? appeared first on Coinpedia Fintech News Jito is gaining momentum after posting strong gains over the past 24 hours, as fresh ecosystem developments in Solana’s infrastructure draw market attention. T
A recent report shows that many companies are pivoting away from AI initiatives due to challenges with quality and employee engagement. The failure often stems from inadequate collaboration between humans and AI. Those organisations that implement cohesive workflows and robust review mechanisms are
Two men in their 20s were found within five hours thanks to an artificial intelligence-powered drone, which used thermal imaging to locate them. Two hikers veered off a walking track in Kosciuszko national park, New South Wales, on Tuesday, and were found about half a kilometre off the track. It was
These two user-friendly distributions take different routes to the 'best Linux' crown. In the end, it all comes down to the desktop.
If you fancy a Windows 11 layout, but want to use Linux, you're in luck.
