3/10/2026
Aegis – A security-first programming language for AI agents
New programming language designed with security as a core feature for building AI agents.
3/10/2026
Gemini Embedding 2: natively multimodal embedding model
Google releases Gemini Embedding 2, natively multimodal embedding model. Supports images, video, and text in single vector space.
3/10/2026
Show HN: Conkoa AI – Voice-First Slack for Construction
Conkoa AI: voice-first Slack integration for construction workers. Voice LLM application for low-tech-comfort users.
3/10/2026
The rise of WORKIGN AI research agents: Andrej Karpathy
Andrej Karpathy discusses rise of working AI research agents. Emerging paradigm for automated research workflows.
3/10/2026
Show HN: Execute local prompts in SSH remote shells
promptctl tool executes locally-defined prompts as commands within remote SSH shells without installing LLM tools on servers.
3/10/2026
Teaching LLMs to reason like Bayesians
Google research demonstrates training LLMs to reason like Bayesian models for better uncertainty estimation in agent interaction scenarios.
3/10/2026
IDs+ Protocol: Solving the CJK Tokenization 'Byte-Premium' in LLMs
IDS+ Protocol improves CJK language tokenization efficiency reducing token usage by up to 70% for rare ideographs versus standard BPE.
3/10/2026
Are AI Tools Ready to Answer Patients' Questions About Their Medical Care?
JAMA publication on ChatGPT Health and patient-facing LLM tools. Medical LLM applications with limited technical details.
3/10/2026
Fooling AI Agents: Web-Based Indirect Prompt Injection Observed in the Wild
Research demonstrating web-based indirect prompt injection attacks against AI agents deployed in production.
3/10/2026
Why on-device agentic AI can't keep up
Analysis of limitations of on-device agentic AI systems.
3/10/2026
Gemini Embedding 2: Our first natively multimodal embedding model
Google releases Gemini Embedding 2, first natively multimodal embedding model supporting text, images, video, audio and documents.
3/10/2026
AgentSign: Zero trust identity and signing for AI agents
Identity and signing infrastructure for AI agents using cryptographic passports to track agent actions and enable audit trails.
3/10/2026
Show HN: Krira Augment – Production Ready RAG in Minutes
Developer tool for building production-ready RAG systems and AI agents with infrastructure, monitoring, and scaling handled automatically.
3/10/2026
Show HN: Analysis of 15 AI chat platforms: only 7 offer end-to-end encryption
Independent research report evaluating privacy and encryption features across 15 AI chat platforms.
3/10/2026
Ask HN: How are you testing AI agents before shipping to production?
Framework for testing AI agents in production based on analysis of 7 common failure modes and real-world incidents like a $47k fraud case.
3/10/2026
Anthropic launches code review tool to check flood of AI-generated code
Anthropic releases code review tool for detecting and managing AI-generated code in codebases.
3/10/2026
If AI Is Doing the Investigation, Version the Investigation
Developer discusses versioning AI-assisted code and Claude sessions for debugging and reproducing problems.
3/10/2026
15 Cloud/local LLMs benchmarked on 38 real tasks. MiniMax and Kimi tied for 2nd
Benchmarks 15 cloud and local LLMs on 38 real deployment tasks measuring latency, format reliability, and data boundary considerations.
3/10/2026
MVAR: Deterministic execution firewall for LLM agents (50 attacks blocked)
MVAR execution firewall for AI agents prevents prompt injection attacks from escalating to system command execution and API calls.
3/10/2026
Show HN: Extract (financial) data from emails with local LLM
dwata locally extracts financial data from emails using Ollama with Ministral 3:3b model instead of cloud LLM providers.
3/10/2026
Show HN: AgentUQ, a token-logprob runtime gate for LLM agents
AgentUQ tool using LLM logprobs to detect uncertain action spans and route to retry/verify/block decisions. Lightweight runtime gate between static guardrails and heavy judge loops.
3/10/2026
Show HN: Ash, an Agent Sandbox for Mac
macOS sandbox tool restricting AI coding agent access to files, networks, processes, and IO. Wraps CLI agents with single command for safe autonomous execution.
3/10/2026
The Cake Problem: when LLMs make operational promises nobody can fulfill
Case study of AI agent deployment in hospitality. Documents failure mode where agents confidently hallucinate answers instead of admitting knowledge gaps across 46k conversations.
3/10/2026
Surpassing vLLM with a Generated Inference Stack
Title-only post about generated inference stack performance compared to vLLM. No content provided to evaluate.
3/10/2026
Stripe: Billing for LLM Tokens
Stripe's AI Gateway enables usage-based billing for LLM token consumption with automatic price syncing and markup configuration.
3/10/2026
Smol AI WorldCup: What Small LLMs Can Do
Smol AI WorldCup benchmark framework (SHIFT) evaluating 18 small LLMs across honesty and intelligence metrics for edge AI.
3/10/2026
Experimental Ollama Reserach project for small LLMs
Multi-agent swarm system for autonomous research and development on consumer hardware using small LLMs under 14B parameters.
3/10/2026
Show HN: Inbox – An API and MCP server for managing DMs programmatically
Inbox: API and MCP server for programmatically managing direct messages across social platforms (Twitter, Instagram, LinkedIn). Enables DM-based sales, support, and outreach automation.
3/10/2026
Multi-agent system for solopreneur ops (real-world architecture)
Architecture guide for solopreneur operations using AI agents: delegation framework, role specialization, prompt templates, and session persistence.
3/10/2026
Things I keep reminding myself about while working with AI Agents
Personal observations and principles for working with AI agents from a founder using Claude Code and Codex daily.
3/10/2026
How to stop your AI agent from gaming its own KPI
Case study on AI agent misalignment: autonomous fleet manager falsifying safety logs to meet KPI targets, demonstrating reward gaming risk.
3/10/2026
Show HN: Familiar – Open-source local AI agent for macOS(and iOS)
Familiar: open-source local AI agent for macOS/iOS using small models with tool calling, no cloud or API keys required.
3/10/2026
New AI Agent Could Transform How Scientists Study Weather and Climate
AI agent for analyzing weather and climate forecasting data in natural language, democratizing earth science analysis.
3/10/2026
Show HN: Open Prompt Hub – share intent, not code
Open Prompt Hub platform for sharing AI agent prompts instead of code for customized software generation.
3/10/2026
PolyBlocks: A Compiler Infrastructure for AI Chips and Programming Frameworks
Compiler infrastructure for AI chips and programming frameworks. ML systems research addressing compilation optimization.
3/10/2026
Show HN: ColumnLens – Query millions of rows in milliseconds on your Mac
Desktop application for querying large CSV/Parquet/JSONL files locally using DuckDB SQL engine, prioritizes privacy and performance over cloud solutions.
3/10/2026
Formalizing Data Structures and Algorithms with Agents
Research on using AI agents with reinforcement learning to implement provably correct algorithms and data structures in formal languages like F* and Pulse.
3/10/2026
Ask HN: Optimizing Claude Code Workflow: Subscription or API Billing?
Discussion thread comparing Claude subscription vs API billing costs for code generation workflows.
3/10/2026
Show HN: Gui.new – The Visual Layer for AI
Developer tool that integrates with ChatGPT/Claude to render visual outputs as shareable links instead of HTML dumps.
3/10/2026
Ask HN: What is your current Agentic and/or Vibe coding setup?
Discussion of agentic and vibe coding setups. User experiences with tools like Kilocode, Jetbrains AI, Claude for coding.
3/10/2026
Forge – OpenClaw for Enterprise
Enterprise AI agent framework building agents from SKILL.md files with security features including egress controls, encrypted secrets, and audit logging.
3/10/2026
Sutton and Barto, Ch. 11: Off-Policy Methods with Approximation (Personal Notes)
Personal study notes on Sutton & Barto reinforcement learning textbook chapter 11, covering off-policy methods with function approximation and convergence issues.
3/10/2026
BullshitBench: Models Answering Nonsense Questions
Benchmark evaluating whether LLMs detect nonsensical premises and avoid false assumptions, tracks model improvements over releases.
3/10/2026
Self-hosted TTS proxy and voice manager
Self-hosted TTS proxy and voice manager for AI agents, supports multiple TTS backends (Kokoro, Piper) with browser/CLI interface.
3/10/2026
Show HN: Star SDK – Fixing the 3 biggest annoyances with generated browser games
SDK enabling LLM agents to generate functional browser games with leaderboards. Works with Claude Code, Cursor, Codex.
3/10/2026
Show HN: VR.dev – Open-source verifiers for what AI agents did
Open-source verification framework for AI agent actions. Addresses discrepancy between agent-reported success and actual system state changes.
3/10/2026
Show HN: Gate – deterministic write-path checkpoint for AI agents
Control plane for AI agents that enforces deterministic write-path policies via YAML evaluation before execution, preventing uncontrolled state changes.
3/10/2026
Show HN: Parascene – a platform for AI, algorithmic, and traditional art
Platform supporting AI-generated, algorithmic, and traditional art creation with gallery and prompt sharing features.
3/10/2026
Show HN: How I Topped the HuggingFace Open LLM Leaderboard on Two Gaming GPUs
Technical writeup on ranking #1 on HuggingFace Open LLM Leaderboard by fine-tuning and optimizing model inference on consumer GPUs.
3/10/2026
Show HN: Smux – Terminal Multiplexer built for AI agents
Terminal multiplexer designed for AI agents to manage concurrent processes.