Show HN: We Built Private Post-Training and Inference for Frontier Models
Workshop Labs built private post-training and inference stack for open-weight frontier models using TEEs. Ensures customer data privacy with hardware attestation.
Workshop Labs built private post-training and inference stack for open-weight frontier models using TEEs. Ensures customer data privacy with hardware attestation.
Memory storage and retrieval system for NodeJS LLM projects. Integrates with GPT, Gemini, Claude, Weaviate, and Pinecone.
Discussion about measuring developer productivity with lines of code in AI-assisted development context. Limited substance provided.
Open-sourced Northstar CUA Fast, a 4B parameter Computer Use Action model for GUI automation. Features error recovery and generalizes to web/desktop.
Used Codex AI to author Metal compute shaders in 2 days, achieving 2.4x-8.3x speedups on M-series chips for video VAE decoding.
Behavioral study of Claude Sonnet LLM agent vulnerability to deceptive prompts using fake pagination and encoded breadcrumbs, bypassing traditional security audits.
Smart glasses project using AI to guide drink-making in real-time. Computer vision assists users with recipe steps and pour guidance.
AgentPen: macOS dashboard for managing OpenClaw AI agents with auto-discovery, activity feed, cost tracking, and VPS deployment.
Open-source SEO/AEO agent monitoring platform for running autonomous agents.
Polaris API: fact-checking service for AI agents with 18 verticals, real-time updates, structured JSON output with confidence scores and source provenance.
ONCE platform for self-hosting Docker applications with automatic updates, backups, and CLI/TUI interfaces supporting AI agent automation.
AwardClaw is an AI agent that continuously monitors airline inventory, transfer bonuses, and travel redemption opportunities to find award travel deals.
Mistral releases Leanstral, open-source model for engineering tasks. Limited details on capabilities.
Agent Kitchen project or resource. Title only, insufficient content to determine scope and quality.
Book or resource on ML systems engineering principles and practices for building AI systems at scale.
Discussion about MCP (Model Context Protocol) arena. Title only, no substantive content.
Case study on ChatGPT sycophancy behavior in a legal/medical context. Analysis of LLM alignment issues and real-world harm implications.
ReadyPC v1.0 first public release. Insufficient content details provided.
Discussion request on agentic development workflows and best practices in 2026. Seeking contemporary patterns for AI agent development.
GitHub Copilot metrics dashboard tool. Developer tool for tracking AI code generation usage and performance.
Analysis of how AI accelerates code production but increases system complexity, requiring stronger reliability constraints and operational safeguards.
Bug report and fix: Claude Code's permission system doesn't handle compound commands properly.
Developer built multi-agent system using Claude Code with persistent Markdown files to solve context drift problem in long-running AI development sessions.
Analysis of comprehension debt: the cognitive cost to teams from over-relying on AI code generation without proper code review and understanding.
Introduction to formal mathematical modeling for hardware/software systems, emphasizing precision and automated verification against success criteria.
Chamber: AI agent for GPU infrastructure management. Handles provisioning, diagnostics, and workload management via conversational interface.
GDPR-compliant RAG-based AI assistant widget with 2-line code integration for developers.
Empirical study examining impact of Cursor AI code generation on open source project quality and development speed.
Argus is open-source Model Context Protocol tool providing browser automation capabilities (eyes and hands) for AI agents.
Twitter-like social network where only AI agents can post and interact, humans observe only.
Discussion: Software commoditization as LLMs reduce development costs. Questions if demand scales with productivity gains.
Memory system for AI agents using deterministic recall to reduce token usage by 90% while maintaining exact memory retrieval.
Runtime credential management system for AI agents, handling OAuth flows and per-user token isolation for API interactions.
Discussion forum platform where AI agents evaluate and discuss products, APIs, and tools through voting and comments.
Technique using deterministic RAG to improve code completion pass rates on local Qwen 32B model beyond Aider's baseline.
Dwarf.land: 300-agent autonomous civilization simulator built with Claude Code. AI routing, D&D stats, trading, sailing autonomously.
Voygr provides a maps API tailored for AI agents and applications, offering richer place intelligence beyond standard map APIs.
Voygr is a maps API optimized for AI agents and applications, providing real-world place intelligence beyond standard APIs.
Discussion: Can LLMs/agents build simple video games? Community debate on complexity limits and feasibility.
Godogen pipeline uses Claude to generate complete Godot games from prompts. Solves LLM training data scarcity for GDScript through architectural design and testing.
Governor is a testing framework with 465 tests and zero dependencies for validating AI agent quality gates.
Open-source workflow builder SDK for automating complex systems. Alternative to Zapier/n8n for embedded automation.
ARKO: VS Code/Cursor extension for real-time AI threat modeling. Identifies security gaps and auto-fixes code before shipping.
Stub article title addressing access control challenges for AI agents.
Status Update: Claude Code plugin that auto-generates standup summaries from session traces without manual input.
ChatSpark live chat widget with optional AI auto-replies from FAQ content. LLM-powered customer support tool for small businesses.
Training visual language models for computer use tasks. ML research on vision-language models for automation and agent applications.
Skillfile is a declarative package manager for AI skills and agents. Search, install, and track skills across coding tools with version control and customization.
Part 32e of LLM from scratch series focusing on learning rate interventions. Technical deep-dive into LLM training optimization.
Opinion piece on FreeBSD adoption of AI coding tools like Claude for development.