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AI Job Search Explained: An Open Framework That Turns Claude Code Into a Job-Hunt Copilot
A pragmatic breakdown of ai-job-search: how it scrapes jobs, scores fit, compiles tailored LaTeX CVs, and sanitizes untrusted recruiter prompts.
Code Review Graph Explained: Smarter AI Reviews with Less Token Waste
A beginner-friendly guide to code-review-graph: how it builds a local code graph, reduces token usage, and helps AI assistants review changes with clearer impact.
OmniRoute: What It Is, How It Works & Local AI Gateway Setup (290+ LLMs)
What is OmniRoute? Complete guide to the local AI gateway: multiplex 290+ LLMs, auto-fallback on 429 rate limits, and native MCP server for Claude Code & Cursor.
Orca IDE: What It Is, Parallel Worktrees & AI Agent Setup Guide
What is Orca? Explore the open-source AI agent IDE (stablyai/orca) to orchestrate parallel coding agents in isolated Git worktrees with mobile steering.
Strix AI: What It Is, How It Works & Autonomous Pentesting Setup Guide
What is Strix? Explore the open-source autonomous AI pentesting and security agent (usestrix/strix) that proves vulnerabilities with reproducible sandbox exploits.
DuckDB Is Fast Because It Skips the Part Everyone Forgets
A deep dive into DuckDB internals: why an in-process SQL engine that skips the network beats clusters that cost millions, and what HN thinks about it.
Java Valhalla: Twelve Years to Delete One Assumption
Project Valhalla finally lands in JDK 28 as a preview. The story of how a decade of work boils down to one idea: let objects opt out of identity.
Agent Reach: Internet Access Without the API Bill
A Python capability layer that wires your AI agent to Twitter, Reddit, YouTube, Bilibili, and more - one install prompt, zero paid APIs.
GLM-5.2 just took the open-weights crown - and it thinks a lot
Z.ai's GLM-5.2 tops Artificial Analysis's open-weights leaderboard at 51 points, but HN is arguing about token bloat and whether benchmarks lie.