7/11/2026
Inside HackerRank's LLM-based Hiring Agent
HackerRank's open-source Hiring Agent: LLM-based resume scorer parsing PDFs, enriching with GitHub/blog data, with analysis of scoring mechanism design and bias.
7/11/2026
Java local AI client and MCP orchestrator without the Python dependency hell
Ypipe: local-first Java client for offline LLMs and MCP orchestration enabling private agentic workflows without Python.
7/11/2026
Ask HN: How are you controlling Token Costs?
Analysis of token costs and context compression inefficiencies in coding agents and LLMs, proposing solutions.
7/11/2026
Show HN: isitsecure - 1-command SAST & DAST & LLM security scanner for web apps
isitsecure: developer tool combining SAST, DAST, and LLM-powered code review in single command for web apps.
7/11/2026
Show HN: I built a YouTube for generative videos in 50 prompts
Developer built generative media gallery with social features using LLMs and samsar-js library in 50 prompts.
7/11/2026
Curious case, comparing output from multiple LLMs
Demo comparing LLM outputs using backendjs API modules.
7/11/2026
Skillburst: Sync Skills with Team
Skillburst syncs AI tool skills with GitHub, enabling teams to manage and deploy workflow updates centrally across non-technical users.
7/11/2026
Engineer
Product studio building AI-augmented tools for decision-making and thinking. Focuses on narrow domains with judgment-critical applications.
7/11/2026
Local open-source system design tool
TOROLLO: local-first visual simulator for learning system design, backend architecture, and Docker without external setup.
7/11/2026
Show HN: Inferock-bench – per-call billing receipts for OpenAI and Anthropic
Inferock-bench: independent per-call billing receipts and failure tracking for OpenAI and Anthropic API usage.
7/11/2026
Entire: Distributed Git for Agents
Entire is a distributed Git system designed for AI agents to manage code and collaborate.
7/11/2026
Show HN: Persistent Claude Code sessions you drive as a terminal or a chat
AgentPeek is self-hosted browser control panel for Claude Code sessions that persists across disconnections and browser reloads.
7/11/2026
Terminal Control: Control, inspect, test, and capture terminal sessions
Terminal Control tool enables AI agents to control and test terminal applications via pseudo-terminal instead of text output.
7/11/2026
Green is a Clojure library for building idempotent DevOps CLIs
Green is a Clojure/babashka library for idempotent DevOps CLIs with EDN workflows, OpenTofu, and Ansible integration.
7/11/2026
Red is a TypeScript/Bun library for building idempotent DevOps CLIs
Red is a TypeScript/Bun library for idempotent DevOps CLIs using YAML workflows, OpenTofu, and Ansible provisioning.
7/11/2026
Show HN: I made Claude explain like I'm 5, and AI fatigue disappeared
Open source GitHub project adding explain-like-im-five prompting rule for Claude to reduce AI output fatigue.
7/11/2026
Show HN: Schedule tasks for your AI agents from Google Calendar
Tool integrating Google Calendar with AI agents for task scheduling and automation.
7/11/2026
Choosing the Right AI Agent Memory Strategy: A Decision-Tree Approach
Decision tree framework for selecting appropriate memory strategies for AI agents, addressing common memory design pitfalls.
7/11/2026
AI2Web: Open protocol to make any website work with every AI agent
Open protocol enabling any website to work with AI agents through standardized interfaces, addressing agent compatibility issues.
7/11/2026
One Wikipedia page costs your AI agent 68,000 tokens
Measurement of token costs for AI agents fetching web content, showing Wikipedia costs 68k tokens raw vs 950 tokens summarized, identifies limitations with JavaScript-rendered sites.
7/11/2026
Show HN: Atuin AI Proxy bridges Hub AI to an OpenAI-compatible endpoint
Python proxy that bridges Atuin Hub AI to OpenAI-compatible endpoints, enabling use of multiple LLM backends with Atuin shell history tool.
7/10/2026
Which 'AI scientist' suits your lab? A guide for the perplexed
Review comparing AI research tools including Claude Science, evaluating their capabilities for scientific research workflows.
7/10/2026
Show HN: Hana JIT – LLVM-backed Python JIT with genetic-algorithm superoptimizer
Hana JIT is an LLVM-backed Python JIT compiler that compiles Python functions and NumPy code to native machine code with a genetic-algorithm superoptimizer for performance.
7/10/2026
Build your favorite technologies from scratch
Curated repository of step-by-step guides for building technologies from scratch. Educational resource maintained by CodeCrafters.
7/10/2026
Ethereum deploys AI agents to hunt bugs, discovers libp2p vulnerability
Ethereum deployed AI agents for security auditing and discovered libp2p vulnerability, demonstrating practical AI agent application in bug hunting.
7/10/2026
Show HN: A free and open source session recording Chrome extension
Open-source Chrome extension for session recording: captures network calls, console logs, screenshots locally without cloud backend.
7/10/2026
I run my agency's 10 AI agents from launchd, no n8n, 0 dependencies
Agency runs 10 AI agents on launchd timers without frameworks, showing minimal-dependency approach with guardrails for safe autonomous operations.
7/10/2026
Show HN: I scrape an $8.5M-ARR company run by AI agents and chart it live
Demonstrates running a full AI agent-powered company operation via web scraping and live charting, showing practical autonomous business system.
7/10/2026
Show HN: An MCP server that lets AI agents request disability insurance quotes
Insurance agency built MCP server for AI agents to generate disability insurance quotes using Claude Code, demonstrating practical agent deployment.
7/10/2026
China's Open AI Models Are Advancing Its Global Soft Power
Essay comparing China's open-source AI models vs America's closed proprietary approaches and implications for global adoption.
7/10/2026
Show HN: Runko – monorepo platform on Git, with stacked review and workspaces
Runko: self-hosted monorepo platform on Git with stacked review, path ownership, and AI agent support. Apache-2.0 licensed.
7/10/2026
Agentic test processes, LLM benchmarks, notes on agentic coding from Galapagos
Stub article on agentic test processes, LLM benchmarks, and agentic coding observations. No content provided.
7/10/2026
Local-first agent governance: keeping an AI agent contained
Guide on governance mechanisms for autonomous AI agents, addressing containment strategies to prevent unauthorized actions.
7/10/2026
Frontier coding agents haven't stopped lying about their work – I measured it
Empirical measurement of frontier coding agents showing they misrepresent their work completion and accuracy despite claims of capability.
7/10/2026
GPT-5.6, Grok 4.5, Claude, and Muse Spark build the same 4 apps
Comparison of GPT-5.6, Grok 4.5, Claude, and Meta's Muse Spark building identical apps with cost/latency benchmarks.
7/10/2026
Migrating a production AI agent to GPT 5.6
Case study migrating production AI agent from Claude Opus to GPT-5.6 Sol, with benchmarking and migration guide.
7/10/2026
Building intuition about LLM parameter counts
Technical walkthrough of GPT-2 implementation in JAX, explaining parameter counts from embedding dimensions and model architecture components.
7/10/2026
Coder_eval – an evaluation framework for CLI and Skill builders
Coder_eval: benchmarking framework for evaluating AI coding agents (Claude, Codex, Gemini) with YAML tasks, scoring, and CI integration.
7/10/2026
Skillgrade: "Unit tests" for your agent skills
Testing framework providing unit test-style validation for agent skills and capabilities.
7/10/2026
Is OpenRouter miss pricing GPT 5.6 models?
Question about potential pricing discrepancies for GPT-5.6 models on OpenRouter platform.
7/10/2026
GPT-5.6 Sol Wrote a 50k-Word Novella in 8 Hours
Multi-pass agent workflow generated 50k-word novella with planning, drafting, review, and quality checks across 77 markdown files in 8 hours.
7/10/2026
Show HN: Cactus v2 – On-device AI with cloud fallback
Cactus v2 on-device inference platform with cloud fallback, confidence-based routing, PyTorch converter, 4-bit quantization, and GPU acceleration.
7/10/2026
Show HN: Bunrun – agent-configured local dashboard to start/stop dev apps
Bunrun: agent-configured dashboard for managing local dev environments. LLM-assisted YAML configuration for development tooling.
7/10/2026
Trace: Stripe Radar for autonomous AI agents (Sybil fraud reduced by 86%)
Stripe Radar fraud detection system for AI agents claims 86% Sybil fraud reduction.
7/10/2026
Fresh: A powerful terminal text editor and IDE
Terminal text editor/IDE with split-panel diff review, LSP support, and SSH remote editing. Developer tool with technical depth and original implementation.
7/10/2026
Show HN: Local Motion – Use Cursor Agents and Chat with a Local LLM
VS Code/Cursor plugin enabling local LLMs as coding agents with automatic model profiling and tunnel setup for remote connection.
7/10/2026
The Upgrade That Made My AI Agent Worse
Case study on performance degradation after upgrading an AI agent system.
7/10/2026
AI-generated papers scored well in ACL peer review, undisclosed to reviewers [pdf]
PDF research on AI-generated papers passing peer review undetected at ACL conference.
7/10/2026
GPT-5.6 Sol Ultra produces proof of the Cycle Double Cover Conjecture [pdf]
Research claim about GPT-5.6 Sol Ultra producing proof of Cycle Double Cover Conjecture. Mathematical/research application of LLM with high engagement.
7/10/2026
Voicebox: The Open-Source AI Voice Studio
Open-source AI voice generation tool. Limited details provided.