5/12/2026
Show HN: Telegram/Slack bridge for local Codex agents
Telegram/Slack bridge for local Codex agents enabling mobile and desktop chat interface for agent control and programming tasks.
5/12/2026
Reactive Agents, Typed Event Handlers, and Agent Swarms: What's New in Mozaik
Mozaik framework update: reactive agents with event-based architecture for collaborative multi-agent systems.
5/12/2026
Analyze LLM-generated posts: reasoning and rhetoric
Tool for analyzing LLM-generated content by highlighting reasoning patterns and rhetorical techniques used.
5/12/2026
IBM Announced VMware Replacement
IBM announcement of managed AI inference and virtualization services on cloud platform.
5/12/2026
Silent-Bench: cryptographic audit of LLM gateways (47.96% vs. 1.89%)
Cryptographic security audit of LLM gateway implementations, revealing significant vulnerabilities.
5/12/2026
Show HN: Watch Claude think
Visual interface for observing Claude, Copilot, and Codex agent reasoning processes. Shows thinking branches, choices, and resolutions as interactive maps with audio.
5/12/2026
TabPFN-3: scaling foundation models for tabular data to 1M rows
Foundation model for tabular data scaled to 1M rows, advancing machine learning on structured datasets.
5/12/2026
SQLite Columnar: Column-oriented extension for SQLite up to 130,000x faster
SQLite column-oriented extension for local OLAP analytics up to 130k faster, useful for AI data workloads without external warehouse infrastructure.
5/12/2026
Why You Shouldn't Treat AI Agents Like Employees
Opinion piece on differences between AI agent behavior and human employee work patterns and expectations.
5/12/2026
Three teams shipped the same fix for AI agents losing cross-repo context
Analysis of how multiple teams independently fixed AI agents losing repository context during cross-repository code generation tasks.
5/12/2026
Show HN: Retrace – reverse debugging for production CPython applications
Reverse debugger for production Python apps that records failing executions and replays them locally with deterministic stepping for debugging ML models and external calls.
5/12/2026
Tool-Response Engineering: The Frontier Beyond Prompt Engineering
Discussion of tool-response engineering as advancement beyond prompt engineering for LLM application development.
5/12/2026
Show HN: AnythingMCP – source-available gateway turning REST/SOAP/SQL into MCP
Gateway tool converting REST/SOAP/SQL interfaces into MCP protocol for integrating diverse data sources with Claude agents.
5/12/2026
Cross-platform MCP server letting Claude see your screen (Windows and Linux)
Cross-platform MCP server enabling Claude to see Windows/Linux screens with OCR and vision-diff capabilities, filling gap in Anthropic's macOS-only official implementation.
5/12/2026
LLM Observability Tools for Reliable AI Applications
Overview of observability tools for monitoring and debugging LLM applications in production environments.
5/12/2026
AI Agents Discovered a Reasoning Strategy That Cuts LLM Tokens by 70%
Title-only post about AI agents discovering reasoning strategies that reduce LLM token usage by 70%.
5/12/2026
Distilling a strategic-reasoning framework into 7B weights
System prompt implementing strategic reasoning framework for LLMs based on Hammerstein-Equord decision framework.
5/12/2026
Terrably: Build Terraform Providers in TypeScript
Terrably framework for building Terraform providers in TypeScript with full type safety, compiling to self-contained binaries.
5/12/2026
Show HN: Team-of-agents, A multi-role SDLC orchestrator for Claude Code
Claude Code plugin orchestrating multi-agent SDLC team with specialized AI agents for automated task planning and dispatch.
5/12/2026
TanStack NPM supply-chain incident: browser-only lockfile scanner
Browser-based lockfile scanner for TanStack NPM supply-chain incident detection without network transmission.
5/12/2026
Show HN: Agent Harness with Prolog and WASM core incl. 90s Borland-style TUI
DeepClause: open-source agent harness using Prolog and WASM. Compiles task descriptions into executable logic programs with tool orchestration and TUI interface.
5/12/2026
SQLite is the best home for AI agents
Technical analysis of SQLite as optimal database for AI agents. Author building Willow agent harness, discusses workload characteristics for agent systems.
5/12/2026
Local Agent Memory with 98% Recall-5 on LongMemEval-S, no LLMs, no API Key
Title-only post about local memory system for AI agents with 98% recall on benchmarks.
5/12/2026
Agentic AI token compression using Haskell
Token compression technique for agentic AI systems implemented in Haskell. Optimization for agent efficiency.
5/12/2026
Prave – the missing management layer for AI Agent Skills
Prave: management platform for AI Agent Skills. Infrastructure for organizing and deploying agent capabilities.
5/12/2026
Pi-treebase: rebase LLM sessions interactively
Pi-treebase: interactive session history management tool for LLMs with rebasing and summarization.
5/12/2026
Cplt: Run AI coding agents or a plain shell inside a kernel-level sandbox
Cplt: developer tool to run AI coding agents in kernel-level sandbox for isolation. Enables safe agent execution.
5/12/2026
Task-Completion Time Horizons of Frontier AI Models
Empirical analysis of frontier AI agent task-completion time horizons across 100+ software tasks. GitHub code and raw data provided.
5/12/2026
Show HN: Talk to your Oura Ring data through Claude
MCP tool enabling natural-language access to Oura health ring data through Claude with local SQLite storage and annotations.
5/12/2026
Kiji Proxy: Detect/mask private infos in requests to AI services
Kiji Proxy: open-source privacy layer for AI APIs. Automatically detects and masks PII in requests to LLM services. Built by Dataiku's open source office.
5/12/2026
AI Is Starting to Build Better AI – Recursive self-improvement is emerging
Research on recursive self-improvement in AI systems, covering historical context and current emergence of RSI in practice.
5/12/2026
Claude Skills for Cybersecurity
Claude Code plugin marketplace from Trail of Bits providing security analysis skills for AI-assisted testing and development workflows.
5/12/2026
Privatemode.ai – AI provider with confidential computing
Privatemode.ai: LLM service using confidential computing for end-to-end encrypted data processing. Privacy-focused AI platform.
5/12/2026
Show HN: A benchmark where LLMs make memes from current news
LLM benchmark evaluating meme generation from current news content.
5/12/2026
Show HN: RipStop – Git guardrails to reduce impact if your code agent goes wild
RipStop is a Node.js package implementing guardrails to protect repositories from unintended LLM agent actions via Git rule enforcement.
5/12/2026
Microsoft researchers find AI models and agents can't handle long-running tasks
Microsoft research findings show frontier AI models and agents accumulate errors in long-running task workflows, limiting practical automation applications.
5/12/2026
I Think I Figured Out What an AI IDE Looks Like
Personal reflection on AI IDE UX design patterns, emphasizing chat-based creative workflows and AI-assisted development.
5/12/2026
Three things in AI to watch, according to a Nobel-winning economist
Nobel economist Daron Acemoglu discusses cautious AI predictions, focusing on job displacement concerns beyond hype.
5/12/2026
Kamy- PDF and e-signature API for AI agents (now on Cursor Directory)
PDF and e-signature API designed for AI agents, now available on Cursor Directory.
5/12/2026
Getting the Maximum Out of My Claude Code Subscription
Discussion of Claude Code Max subscription usage limits and proposal for parallel session execution.
5/12/2026
Show HN: Agent FM – local, open-source radio for Claude Code and Codex agents
Open-source macOS tool providing ambient radio interface for Claude Code and Codex agents, surfacing progress and blockers in real-time.
5/12/2026
We Ran 250 AI Agent Evals to Find Out If Skills Beat Docs
Wix conducted 250 AI agent evaluations comparing curated skills vs. raw documentation for agent performance.
5/12/2026
I tried building AI agents and ended up needing an institution
Technical report on governance requirements for AI agents performing real work: ownership, authorization, review, replay, and improvement capabilities.
5/12/2026
PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents
Vision-in-the-loop optimization for LaTeX document typesetting using iterative compile-inspect-edit cycles with visual feedback.
5/12/2026
TMAS: Scaling Test-Time Compute via Multi-Agent Synergy
Multi-agent test-time scaling approach organizing parallel reasoning trajectories with structured coordination to improve LLM reasoning ability.
5/12/2026
How Mobile World Model Guides GUI Agents?
Study of world models for mobile GUI agents, comparing text vs image-based predictions of action consequences for long-horizon task execution.
5/12/2026
Agent-ValueBench: A Comprehensive Benchmark for Evaluating Agent Values
Benchmark for evaluating value alignment in autonomous agents, showing agent values diverge from LLM values with implications for safety.
5/12/2026
EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents
Graph reasoning agents that reconstruct structured graphs from text and coordinate instruction-following with tool usage through structural credit assignment mechanisms.
5/12/2026
Autonomous FAIR Digital Objects: From Passive Assertions to Active Knowledge
Research on Autonomous FAIR Digital Objects enabling active knowledge validation and autonomous curation on the web, replacing passive assertions with agent-based stewardship.
5/12/2026
Agent-X: Full Pipeline Acceleration of On-device AI Agents
Agent-X framework for accelerating on-device LLM agents through prompt rewriting for prefix caching and LLM-free speculative decoding.