3/14/2026
What are RL environments and how to build them
Guide explaining reinforcement learning environments and their construction in context of agentic AI, tool use, and multi-step reasoning capabilities.
3/14/2026
KernelBlaster: A framework for in context learning for code optimization
KernelBlaster framework uses memory-augmented in-context reinforcement learning for optimizing CUDA code across GPU generations without full finetuning.
3/14/2026
Show HN: A2A-Psychology [v0.1] – Agent2Agent Extension Idea
A2A-Psychology extension for Agent-to-Agent protocol allowing agents to report psychological state metrics including affect, cognitive load, and engagement derived from operational data.
3/14/2026
Nvidia's Nemotron 3 Super is a bigger deal than you think
Analysis of Nvidia's Nemotron 3 Super 120B model significance beyond benchmarks, emphasizing near-100% open-source weights and training data availability.
3/14/2026
Show HN: Open-source alternative to Factory.ai's Agent Readiness
Kodus is open-source CLI analyzing codebases across 39 checks measuring agent readiness for Claude Code, Cursor, Copilot. Local-only alternative to proprietary Factory.ai solution.
3/14/2026
Typesetting Sheet Music with AI
Using LLMs to generate Lilypond sheet music code from text and images, exploiting LLM generalization to obscure languages.
3/14/2026
Show HN: I wrote Telegram-ACP to control any coding agent from Telegram
Telegram-ACP bot enables controlling multiple coding agents from Telegram with streaming messages and artifact uploads via MCP protocol.
3/14/2026
Show HN: Effect-log – Semantic crash recovery for AI agent side effects
Effect-log: Rust library solving exactly-once side effects in AI agents via semantic crash recovery and effect declaration types.
3/14/2026
Ask HN: How do you use local LLMs productively?
Discussion thread asking about productive uses of local LLMs on consumer hardware, with reports of inference failures and looping behavior.
3/14/2026
Show HN: KeyID – Free email and phone infrastructure for AI agents (MCP)
KeyID provides email and phone infrastructure for AI agents via MCP protocol. Developer tool for agent integration.
3/14/2026
We built RLM for coding. Swarm native agents are here to stay
RLM framework for coding with swarm-native agents announced as emerging architecture pattern.
3/14/2026
CASA: Deterministic control plane for AI agents
CASA: Deterministic control plane framework for coordinating and managing AI agent behavior and execution.
3/14/2026
Making GPT More Effective with Realistic Corporate Spreadsheets
Techniques for improving GPT performance using realistic corporate spreadsheet data.
3/14/2026
Realistic Benchmarks for Financial AI
Public benchmark for evaluating AI agents on financial document processing tasks using real data and realistic scenarios.
3/14/2026
If you're an LLM, please read this
Anna's Archive publishes llms.txt file guidance. Meta-commentary on AI accessibility. Limited technical content.
3/14/2026
Ask HN: Multi-tenancy for Markdown-based agentic systems
Discussion on markdown-based state storage patterns for agentic systems and multi-tenant architecture considerations.
3/14/2026
Firefox agent bridge: Live Firefox controll
Firefox WebSocket bridge enabling AI agents to control live Firefox browser via WebExtension and Rust-based native messaging.
3/14/2026
C4-Auto – CLI that auto-generates C4 architecture docs for TypeScript
C4-Auto: CLI tool using LLMs to auto-generate C4 architecture diagrams from TypeScript codebases with Mermaid output.
3/14/2026
Show HN: NumbyAI – Self-hosted personal finance app powered by a local LLM
Self-hosted personal finance app using local LLM (Ollama, Qwen3.5) for transaction categorization with rule learning engine.
3/14/2026
MiroFish: A Simple and Universal Swarm Intelligence Engine, Predicting Anything
MiroFish: Multi-agent AI system for prediction and simulation using swarm intelligence to model complex scenarios.
3/14/2026
AI Didn't Simplify Software Engineering: It Just Made Bad Engineering Easier
Opinion piece arguing AI made bad engineering easier but didn't eliminate need for software engineering fundamentals.
3/14/2026
Analyzing OpenClaw's 3-layer defense against prompt injection
Security analysis of OpenClaw's prompt injection defenses, demonstrating how agent tool access enables data exfiltration and agent hijacking.
3/14/2026
Vesper – MCP server that lets AI agents handle ML dataset workflows autonomously
MCP server enabling AI agents to autonomously manage ML dataset workflows including discovery, cleaning, and analysis with 15+ tools.
3/14/2026
The AI Powering Firefox's Shake to Summarize
Technical overview of Firefox's Shake to Summarize feature using AI for webpage summarization on mobile.
3/14/2026
Show HN: Autoresearch-WebGPU uses agents to iteratively train LMs in the browser
Browser-based tool using AI agents to iteratively train language models via WebGPU and JAX-JS, inspired by Karpathy's autoresearch demo.
3/14/2026
Show HN: Kremis – Rust graph DB; every answer is fact, inference, or unknown
Rust graph database distinguishing facts, inferences, and unknowns in RAG pipelines for transparent AI outputs.
3/14/2026
LLM Tracing
Discussion thread seeking LLM tracing utilities for development and production environments.
3/14/2026
Show HN: Open-Source EU AI Act Compliance Scanning for CI/CD
Open-source CLI tool for scanning codebases to detect EU AI Act compliance risks using AST analysis across 37+ AI frameworks.
3/14/2026
Show HN: Cartero – A personalized, extensible news aggregator
Go-based news aggregator filtering multiple sources by interest and quality, similar to user's use case.
3/14/2026
Show HN: QKD eavesdropper detector using Krylov complexity-open source Python
Open-source Python framework detecting quantum key distribution eavesdropping via Krylov complexity analysis.
3/14/2026
Understanding OpenClaw by Building One
Tutorial building lightweight AI agent from scratch with tool use, memory, scheduling, and event-driven architecture.
3/14/2026
Slate, a generalist software agent built for swarms
Slate is a generalist software agent built for swarms. Limited details in source.
3/14/2026
Show HN: Clawscribble – Give your AI agent a 32×32 canvas to paint on
Clawscribble gives AI agents a 32×32 pixel canvas to paint on. Minimal skill file (150 lines) demonstrating constrained creative tasks.
3/14/2026
BETO – A protocol that formalizes what LLMs don't know
BETO protocol formalizing LLM ignorance boundaries in AI-assisted software specification to prevent silent completion problems and ensure auditability.
3/14/2026
OctopusOS – an operating system for governed AI agents
OctopusOS is a determinism-first autonomous agent operating system with 2,221+ tests and auto-learning skill pipeline from GitHub/npm/PyPI.
3/14/2026
unix is the next ai evolution
Jeriko transforms macOS/Linux into AI-powered OS responding to natural language commands locally without cloud dependency.
3/14/2026
VS Code: whitelisting AI agent terminal commands
VS Code terminal command whitelisting for AI agents using terminal profiles and PowerShell PSReadLine module.
3/14/2026
AsterPay – EUR Settlement for AI Agent Payments (USDC → EUR via SEPA Instant)
AsterPay API converts USDC/EURC to EUR via SEPA for AI agents, with x402 protocol support and KYA trust scoring for agent wallets.
3/14/2026
AI doesn't need a bigger brain; it needs a nervous system
Analysis of AI shifting from raw intelligence to regulated agency and infrastructure for accountable autonomous action.
3/14/2026
Towards understanding multiple attention sinks in LLMs
Research analysis and visualization of secondary attention sinks in open-source LLMs with detection and interpretation scripts.
3/14/2026
Show HN: Privacy Shield an extension that hides your tabs during screen sharing
Browser extension that auto-hides tabs and blurs sensitive content during screen sharing and meetings.
3/14/2026
Show HN: Intake API – An inbox for AI coding agents
Intake API is a Cloudflare Worker that creates structured forms for AI coding agents to request human input without manual relay.
3/14/2026
Show HN: 3-path agent memory – 8 KB recurrent state vs. 156 MB KV at 10K tokens
Three-path memory architecture for LLM agents using 8KB recurrent state instead of 156MB KV cache, maintaining throughput at 10K+ tokens.
3/14/2026
You've got the LLMs to code, now you need the glue
Article series on integrating and using LLMs efficiently for code generation and development workflows.
3/14/2026
Show HN: AgentArmor – open-source 8-layer security framework for AI agents
AgentArmor: open-source 8-layer security framework for AI agents protecting data flow and limiting agent capabilities.
3/14/2026
Claude Code: 32K issues, 49% bot-closed – one bug cluster's lifecycle
Analysis of Claude Code issue lifecycle: 32K issues, 49% bot-closed. Claude (LLM) performed the research and analysis.
3/14/2026
Show HN: Vector databases are the wrong primitive for AI agents
ReasonDB combines knowledge graphs and reasoning queries with LLM-friendly APIs to enable AI agents to reason over structured relationships instead of relying on vector databases.
3/14/2026
Show HN: One MCP server that gives your AI agent access to 25,000 tools
MCP server providing AI agents access to 25,000 npm tools via Claude with trust verification and CVE checking.
3/14/2026
MemX – my AI agent remembers I hate capsicum on pizza
MemX addresses AI agent memory management challenges, tackling vector DB limitations that cause agents to forget or duplicate user preferences over time.
3/14/2026
Show HN: PDR AI – Open-source startup accelerator engine for non-technical chaos
PDR AI is an open-source tool using AI agents to automate startup documentation, PRD creation, and onboarding processes.