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AI agents are software systems that can perceive their environment, reason through a problem, and take action to complete a goal, all without you clicking a button for every step. If you’re a developer or freelancer trying to understand what everyone in tech is talking about, you’re in the right pla
Vibecoding je v Cesku. Ne jako buzzword z americkych podcastu, ale jako realny zpusob, jak tu lidi stavi produkty. V Inithouse, studiu s rostoucim portfoliem produktu stavenych paralelne, sledujeme tohle z prvni rady. Sami jsme touto cestou postavili radu nastroju, vcetne Vibe Coderi, ceske platform
This morning I woke up to news that George Santos is under federal investigation for insider trading on Kalshi. By end of day I had a working anomaly detector monitoring 410 politically-sensitive prediction markets with a live dashboard. Here's how it happened, what I found, and how you can run it y
We live amid infinite tabs, rapid cycles, and an economy that prizes speed. Against this backdrop, Benjamin Franklin’s line, “Energy and persistence...
It was 3:14 AM. The silence in the room was absolute, broken only by the hum of my laptop fan. On my desk sat two testing devices: a Xiaomi MI running Android and my daily driver iPhone 15. Both screens were completely black. Beside them lay a half-empty glass of flat water. Irony at its finest. For
TradingAgents just hit 82,356 GitHub stars and 15,978 forks in roughly 17 months — and yet most engineers who clone it only run the default propagate("NVDA", "2026-01-15") call once, stare at the verdict, and never touch the parts that make this framework special. TradingAgents is the only open-sour
If you are building an MCP server for task tracking, you eventually hit the same wall: the work outlives the connection. As of June 2026, that is exactly the gap MCP Tasks is trying to close. The important part is not that it exists — it is how far the protocol has actually stabilized, what still lo
After understanding the architecture and isolation mechanisms of GPU-P, the most pressing question for a driver developer is: How do I implement and enable these features in my driver? This chapter will analyze the GPU-P development and adaptation process in detail from three dimensions: capability
Searches for Cluely alternative for Mac usually come from developers who want live AI help during interviews, meetings, or high-pressure technical conversations. The intent is clear: people want something that can understand the conversation, see relevant desktop context, and help them respond witho
AI agents are getting smarter fast. They can reason through tasks, manage workflows, call tools, and automate decisions across applications. But as these systems become more capable, one challenge becomes impossible to ignore: reliability. How do you know your AI agent is making the right decisions
The glow of the screen hits different when you're reading an email that dictates your entire summer. Getting accepted into Google Summer of Code 2026 programme for Astropy, under the OpenAstronomy umbrella, was one of those really defining moments; all I could do was stare at the screen in disbelief
🏴☠️ Built for the Pirates of the Coral-bean hackathon by WeMakeDevs | May 25–31, 2026 Built a DevOps Incident Investigator using Coral SQL that correlates GitHub PRs, Sentry incidents, and Slack incident context using a single SQL query. Coral turns operational debugging into a single SQL query ac
Every real estate developer has the same problem. A buyer visits the website, downloads a PDF floor plan, squints at tiny unit labels, and calls the sales office to ask basic questions. How many bedrooms does Unit 4B have? What is the price on the 12th floor? Which units face the pool? These are que
The rule engine is not the hard part. Everyone builds a rule engine. The hard part is deciding what order the checks run in — because the difference between a hash map lookup and a regex match is two orders of magnitude, and you're doing this on every single request. Six-stage pipeline. Production.
A friend of mine has two apps on the Play Store. The first is Motion Cues — an app that prevents motion sickness by syncing visual cues with your inner ear. Over 30,000 downloads. The second is Let it Rain — a rain overlay app for relaxation and focus. Climbing toward 10,000. Each took about a month
In the medical world, a triage nurse looks at a chaotic influx of patients and instantly categorizes them by severity based on vital signs. We don't manually calculate the exact biochemical pathways of a fever on a chart in that high-pressure moment; we use systematic protocols to determine risk. Fo
This is a submission for the Hermes Agent Challenge: Write About Hermes Agent Most write-ups about Hermes Agent tell you the same true thing: it's a self-improving, self-hosted agent that learns across sessions and gets better the longer it runs. That's accurate. It's also the easy half of the story
> TL;DR — I run four different domains off one Next.js codebase: a marketing site at pagestrike.com, an authenticated app at app.pagestrike.com, a public publishing domain at pagestrike.app, and customer-owned domains. The trick isn't deploying four apps — it's a single proxy.ts that reads the host
If you have worked on a long-lived product, you probably know this feeling: "We can still ship, but every release hurts more than the last one." That is usually not a team problem. It is a core architecture problem. At some point, modernization stops being a nice-to-have refactor and becomes a survi
A beginner's honest breakdown of what makes Hermes Agent different — and when it actually matters. Why I Wrote This as a Beginner What happens to what the agent learns after the session ends? The short answer: most frameworks don't have a good answer. Hermes Agent does. The Frameworks Under Review A