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News
Slackforce Surfaces builds dashboards inside Slack | tbreak
2+ day, 2+ hour ago (448+ words) Slackforce Surfaces lets teams describe dashboards, reports and other tools in plain language, then build them inside the conversation. Slack is adding a way to build dashboards, reports and other interactive tools inside a chat: Slackforce Surfaces lets users describe…...
Agentic AI in 2026: From Chatbot to Autonomous Coworker
29+ min ago (245+ words) Two years ago, "AI" in most products meant a chat window that answered questions. In 2026, it means... Tagged with ai, agentic, programming, chatbot....
React `startTransition` Without `useTransition`: The Standalone API Teams Keep Overlooking in Concurrent Mode
47+ min ago (174+ words) React startTransition Without useTransition: The Standalone API Teams Keep Overlooking in... Tagged with javascript, react, webdev, node....
The Purple Gradient Problem: Why AI UI All Looks Alike (and How to Fix It)
1+ hour, 13+ min ago (799+ words) You can spot it in about three seconds. There's even an origin story. In August 2025, Adam Wathan — the creator of Tailwind CSS — posted a half-serious apology on X that got over a million views. He was sorry, he said, for…...
I made two AIs review each other's code for 30 days. A human still caught the bug in 5 minutes.
1+ hour, 42+ min ago (905+ words) Last month I let AI write 100% of my code for 30 days. The single loudest lesson wasn't "AI is amazing" or "AI is useless." It was one sentence: the thing that writes the code can never be the thing that reviews…...
The best coding agent still gets ~6 in 10 changes wrong. That is your review load.
1+ hour, 55+ min ago (244+ words) While tech review articles argue about what PR length is safe to let an agent produce, the review problem is set by a simpler number: how often the agent is wrong. Specific Labs' Real-SWE benchmark, published September 2026, runs frontier agents…...
I tested 31 MCP servers for contract compliance. Only 3% passed.
1+ hour, 50+ min ago (305+ words) MCP is JSON-RPC over stdio / Streamable HTTP with bidirectional notifications. Normal HTTP chaos tools don't speak it. And even when you test an MCP server, you usually test your agent, not whether the server's contract protects you. Real failures I…...
Distributed Locks
2+ hour, 16+ min ago (110+ words) One-liner: A distributed lock ensures that only one node in a cluster can perform a critical operation at a time — preventing race conditions across services. In a single-server world, a mutex or semaphore handles concurrency. But in distributed systems: Classic…...
Three things that bit us moving a document scanner fully into the browser
2+ hour, 20+ min ago (596+ words) I work on LensUp, which does exactly that — the whole pipeline runs in the tab, and files are never uploaded. Disclosure up front: it's our tool, and this post is about the parts that were harder than the pipeline itself....
You Installed Git. Here Are the Next Ten Minutes.
2+ hour, 28+ min ago (304+ words) "Install Git on Windows" is the query that brings more people to my site than any other. The install pages get the traffic, and then everyone leaves — because installing Git is not the hard part. Knowing what to type in…...