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[BUG] Pro Max 5x Quota Exhausted in 1. 5 Hours Despite Moderate Usage " Issue #45756 " anthropics/claude-code
3+ hour, 50+ min ago (460+ words) On a Pro Max 5x (Opus) plan, quota resets at a fixed interval. After reset, with moderate usage (mostly Q&A, light development), quota was exhausted within 1. 5 hours. Prior to reset, 5 hours of heavy development (multi-file implementation, graphify pipeline, multi-agent spawns)…...
The Model That Improved Itself 30% " And Why Most Coverage Gets the Cost Story Wrong
1+ hour, 1+ min ago (350+ words) Most AI model releases follow a predictable pattern: a company publishes numbers that favor their model, reviewers republish those numbers with mild skepticism, and the benchmark du jour gets added" The Model That Improved Itself 30% " And Why Most Coverage Gets…...
The Bloom Filter
55+ min ago (710+ words) You may never have heard of a Bloom Filter, but this ingenious algorithm is used in Google's Big Table database to avoid wasting time fruitlessly searching for data that isn't there. The algorithm invented in 1970 by Burton Bloom is very…...
Mastering Agentic AI #1: Naive RAG'den Otonom Ak'll' Ajanlara
1+ hour, 36+ min ago (453+ words) RAG sistemleri, ka't "zerinde basit g'r"nse de aslnda titizlikle tasarlanm" " ana katmandan olu"an bir veri m"hendislii s"recidir. Bir m"hendis olarak, sistemin ba"arsnn sadece dil modelinin kapasitesine deil, verinin nasl i"lendiine ve geri "arld'na…...
Avilom Is Quietly Building What Most Blockchains Can't: A System That Improves Itself
1+ hour, 9+ min ago (516+ words) The next phase of Web3 may not belong to the fastest chain or the cheapest transactions'but to the one that learns the fastest. In that context, Avilom is starting to stand out as a project that isn't just iterating on blockchain…...
Your harness, your memory
9+ hour, 43+ min ago (919+ words) The "best" way to build agentic systems has changed dramatically over the past three years. When Chat GPT came out, all you could do were simple RAG chains (Lang Chain). Then the models got a little better, and could create…...
Linux 7. 0 enables three new AI-specific keys for keyboards, an apparent expansion beyond the Copilot key " Google authors both the HID spec and the kernel patch
6+ hour, 3+ min ago (392+ words) New "Action on Selection," "Contextual Insertion," and "Contextual Query" keys go beyond Microsoft's Copilot button. The Linux 7. 0 kernel has merged support for three new keycodes intended for a coming wave of laptops with dedicated AI agent keys, Phoronix has reported,…...
Prioritize Your Traffic: Priority-Aware Bulkheads in Go
2+ hour, 18+ min ago (269+ words) Not all traffic is created equal. When your system is under heavy load, should a background cleanup task compete for the same resources as a user's checkout request? In a standard bulkhead, the answer is often "yes"the first 10 requests…...
Why AI-Generated Code Needs Architecture Standards (and How We Solved It)
2+ hour, 12+ min ago (668+ words) Ask Claude, GPT, or Cursor to generate a REST API. You get a project. Ask again " you get a completely different structure. Different folders, different patterns, different conventions. Do it five times, maintain all five. Good luck. This is the…...
How to Build Custom Commands for Gemini CLI and Antigravity
2+ hour, 33+ min ago (271+ words) In the rapidly evolving world of AI CLI tools like Gemini CLI and Antigravity, the way we interact with autonomous agents is changing. Instead of writing complex, platform-specific plugins, custom commands are now officially merged with and built as Agent…...