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News
The 3 Scaling Laws of AI: From Training More to Thinking More
12+ min ago (277+ words) Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your... Tagged with ai....
RTK: A High-Performance Rust CLI Proxy That Slashes AI Agent Token Costs
15+ min ago (16+ words) Eliminating Terminal Bloat: Meet RTK (Rust Token Killer) As developers increasingly... Tagged with ai, opensource, programming....
Why Your.NET MCP Tool Classes Crash at Runtime (And the Two-Line Fix)
26+ min ago (335+ words) If you're building MCP servers in.NET with instance-based tool classes — the kind that take ILogger, HttpClient, or a repository through constructor injection — there's a good chance you've already hit this at runtime: No warning at startup. No compile-time error....
Standard JSON Schema vs JSON Schema
15+ min ago (660+ words) Describing JSON with JSON - what can be better? This is what JSON Schema is: Hey, everybody knows this! Tell us about Standard JSON Schema instead!!! Even if you don't know JSON Schema or have never written it yourself, it's a…...
Chat File Consent Needs a Request Snapshot, Not a Sticky Include Checkbox
43+ min ago (1027+ words) I tabbed onto Retry after a sluggish timeout, and VoiceOver still described the composer as empty. The Network panel told a much less comforting story about that same impatient retry click I made. The retry had posted my unsaved buffer,…...
Price AI Coding Lanes With Rollback Hours, Not Token Stickers
43+ min ago (966+ words) A platform lead told a room the AI coding bill was zero. Then someone opened the revert log. Fourteen reverts in eleven working days. That is not a free path. That is an unpriced one. I keep seeing the same…...
Learn Eval Ownership by Building a Tiny Lab Witness
43+ min ago (854+ words) Last Tuesday in Halifax my laptop sounded like it wanted to leave the room. I had a 40-line name-normalization lab, a messy CSV, and a due time that was closer than my pride wanted to admit. The function was supposed…...
Show Reversibility Proof Before Pasting Agent Undo Copy
43+ min ago (1157+ words) The agent already sent the client email. I am staring at a recovery screen. A free model drafted the undo label. It sounds calm and finished. It wrote, You can undo this send. Can I actually reverse it? The send…...
My progress was 0.5% or 7.3%, depending on which denominator the report used
1+ hour, 21+ min ago (426+ words) A classification pass over a large corpus prints its progress. Here are two numbers from the same run, in the same line: Eight of sixteen hundred. Four and a half thousand of sixty-two thousand. Both are "how much have we…...
Your eval set is probably in your training set — here's how to check in ten minutes
1+ hour, 13+ min ago (688+ words) You fine-tune a model, run your benchmark, and the score jumps six points. Before you write that up, there's one question worth ten minutes: how many of those benchmark examples were in the training data? If the answer is "some…...