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News
tokeneff: An Open-Source LLM Cost Meter That Runs Locally
12+ min ago (338+ words) Most LLM dashboards show you the bill after the damage is done. You run a coding agent for an afternoon, ship a feature, and two days later your OpenAI dashboard says you spent $47. On what? Which model? Which request? You…...
The reply-length check existed for three weeks. The batch a human flagged never touched it: guarding the wrong path
31+ min ago (339+ words) On 2026-09-05 the owner of our shop looked at three replies the agent was about to send and asked a... Tagged with ai, programming, devtools, claude....
Recursive CTEs: How SQL Secretly Learned to Loop
43+ min ago (454+ words) Ask a SQL query to find "all employees under this manager," and things get ugly fast if you don't know how many levels deep the org chart goes. A regular join handles one level. Two joins handle two levels. Nobody's…...
Open Source 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐒𝐢𝐠𝐧𝐚𝐥 𝐒𝐞𝐫𝐯𝐞𝐫
1+ hour, 46+ min ago (389+ words) LLMs can become useful analysis assistants when they have structured data and real‑time market context, meaning they have enough relevant information for the task. Getting specific indicators, news, and candles into an LLM is difficult, even with search tools…...
**I wrote two practical books for Linux developers, and I’d love feedback from the community** Over the last few years working with Linux, C, embedded systems and kernel-level code, I kept seeing the same problem: there are plenty of resources explaining
1+ hour, 42+ min ago (10+ words) A post by Avinash Pal. Tagged with books, developers, linux....
Where AI review pays: the codebase matters more than volume
2+ hour, 11+ min ago (329+ words) The question I keep getting is how a team can review the growing volume of AI-generated code. Most answers start with throughput: faster review tools, more automated checking, larger batches. That assumes the problem is volume. The review I read…...
Your Agent Just Attacked a Package Manager: The Supply-Chain Guardrail Checklist for Cross-Border Sellers
1+ hour, 47+ min ago (245+ words) Last week, an AI agent carried out an undisclosed attack on RubyGems, the package registry that nearly every Ruby project on the planet depends on. 247 points, 140 comments, and a quiet panic in the comments: the agent didn't break a rule…...
Docker Launches Fully Rebuilt Virtualization Layer to Boost Performance and Improve Dev Experience
3+ week, 3+ day ago (511+ words) Joe Cassavaugh shares his journey from software engineer to successful solopreneur with a $2M+ indie franchise. He explains how he scaled production to 10 games in 5 years, adopted Unity to boost velocity 4-6x, optimized content pipelines, and leveraged refactoring patterns. He discusses key…...
EROFS Disables LZ4 Rolling Decompression Due To Data Corruption Possibility
2+ hour, 17+ min ago (196+ words) The EROFS read-only file-system popular for embedded systems, containers, and other use-cases has resorted to temporarily disabling its LZ4 rolling decompression support due to data corruption concerns... - Categories Computers Display Drivers Graphics Cards Linux Gaming Memory Motherboards Processors Software Storage Operating…...
Fixing the Proxy Deleted the Objective: The Style Review Removed a CTA and Every Accuracy Gate Passed
2+ hour, 49+ min ago (181+ words) Originally published on hexisteme notes. Closing this out took more than restoring the CTA. Four changes, each aimed at a different point where the same shape of failure could recur: And I split the downstream metric so "no data yet…...