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1032 postsModeling a Multilingual Food Database: 9800 Foods, 32 Languages
An open-source multilingual food database features 9800 foods and 32 languages, addressing data integrity issues.
LLM Evaluators Exhibit Bias Across Languages
Research shows LLM evaluators are biased in multilingual contexts, favoring lower-resource languages.
Turning a System of Record into an AI Agent: Building MCP Tools on Azure
Explore the process of transforming a record system into AI agent MCP tools using Azure.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comThe True Cost of Kimi K3: $15 Output Price Isn't the Whole Story
An in-depth analysis of Kimi K3's pricing and parameter usage.
Maintaining Match Confidence on the Graph Edge: The Cost of Discarding Splink Scores
Discarding match probabilities impacts the accuracy of knowledge graphs. Retaining them as edge properties improves system reliability.
VulnHunter: Proactive AI Security Tool
VulnHunter is an open-source AI security tool that detects vulnerabilities through proactive analysis.
The Scarcity of Thinking: Why Your Brain Doesn't Crash
An analysis of the necessity of thinking and its implications in software engineering.
Guardrails Must Be Code: How a Local LLM Corrupted APFS
A local LLM server on a Mac Mini corrupted APFS due to low disk space. The fix involved a code-level block and a revival checklist.
AI Agent Infrastructure Splits at the State Layer
The AI agent infrastructure is now defined by a state layer that manages durable records of agent work.
Why Long Prompts Diminish AI Performance and How to Improve Them
Discover how long prompts affect AI outputs and learn effective compression techniques.