Show HN: Opensource resume evaluation LLM agents
Hyre turns a resume PDF into markdown, runs it through an LLM pipeline for layout analysis, data extraction, and scoring. It then evaluates a score for the resume. Context & related coverage →
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Kimi K3 weights released: China's most powerful agentic AI from Moonshot AI free - Notebookcheck
Kimi K3 weights released: China's most powerful agentic AI from Moonshot AI free Notebookcheck Context & related coverage →
Evaluating Agents Beyond the First Prompt
EvoCode-Bench tests coding agents across 227 sequential rounds in a persistent workspace. Single-turn scores overstate reliability — regressions, not missing features, are the real bottleneck. Context & related coverage →
Full Text Search in SmithDB: Designing an Inverted Index for Object Storage
SmithDB supports full-text search and JSON filtering over agent traces with a median (P50) latency of 400 ms, even though the underlying data consists of large, deeply nested JSON documents stored in object storage. Context & related coverage →
vllm v0.26.0
New Inkling model family with a full support stack: base modeling , piecewise CUDA graph support , Hopper FA4 relative attention , MTP=1 speculative decoding... · DeepSeek-V4 performance push across vendors: a special... Context & related coverage →
GitHub Copilot app for Beginners: Getting started
New to the GitHub Copilot app? Learn how to start projects, work with AI agents, explore canvases, and streamline your development workflow. The post GitHub Copilot app for Beginners: Getting started appeared first on... Context & related coverage →
Article: An Evolutionary Architecture Pattern for Managing AI’s Pace of Change
Traditional API gateways assume deterministic services and simple schemas - assumptions agentic AI breaks. Discover why enterprise engineering leaders are adopting AI Gateways as an evolutionary architecture seam. Cen... Context & related coverage →
codex 0.146.0-alpha.13
Release 0.146.0-alpha.13 Context & related coverage →
Ruff v0.16.0
Ruff v0.16.0 Astral shipped a significant new version of their Ruff Python linting tool a few days ago on July 23rd. I noticed today because my various CI jobs all started failing thanks to new default Ruff checks and... Context & related coverage →
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills
LLM training is shifting from manual design and annotation to interaction-driven self-evolution. However, existing self-evolutionary methods face a fundamental dilemma between task diversity and verification reliabili... Context & related coverage →
An Inside Look at the Relay Market Powering Token Resellers and Fraud
An Inside Look at the Relay Market Powering Token Resellers and Fraud Fascinating investigation by Matt Lenhard into the market that has grown up around reselling LLM tokens at a discount by pooling API keys from vari... Context & related coverage →