3/15/2026
Continuum – GitHub Action that detects LLM drift in CI
GitHub Action detecting LLM output drift in CI/CD by replaying workflows and diffing outputs to prevent silent model changes reaching production.
3/15/2026
Show HN: ObservAgent – Observability for Claude Code(cost, tools, subagents)
Dashboard for real-time observability into Claude Code sessions, tracking costs, tool usage, and subagent execution without code changes.
3/15/2026
Faith Claw – Security middleware for autonomous AI agents (OpenClaw)
Security middleware for autonomous AI agents that risk-scores actions, detects injection attacks, and catches behavioral drift across multi-turn interactions.
3/15/2026
Kuberna Labs – Open-source SDK for autonomous cross-chain AI agents
Open-source SDK for building autonomous AI agents that execute cross-chain financial operations with cryptographic guarantees and trusted execution environments.
3/15/2026
Multi-agent coordination via timer-based Discord polling (Claude Code)
Multi-agent coordination system using Claude Code, Discord webhooks, and timer-based polling. Production autonomous workflows with real-time notifications.
3/15/2026
Show HN: Claude's 2x usage promotion (March 2026) in your timezone
Timezone converter tool for Claude API usage promotion (Mar 2026). Minor LLM-adjacent utility.
3/15/2026
Securing AI Agents
Overview of layered security architecture for AI agents, emphasizing secure human identity verification and token-based authorization.
3/15/2026
Show HN: Quell, a local security layer to stop AI IDEs leaking your secrets
Quell is a local security layer that intercepts prompts to AI IDEs, redacting secrets before they reach cloud models, storing values in OS keychain.
3/15/2026
Show HN: ARISE – Agents that create their own tools at runtime when they fail
ARISE framework enables LLM agents to synthesize their own tools at runtime when they encounter task gaps, adapting without pre-crafted tool libraries.
3/15/2026
Show HN: Turn any file into a CLI (reduce tokens vs. MCP)
clifast tool converts TypeScript/JavaScript functions into CLI packages with optimized help text for LLM navigation, reducing token usage versus MCP.
3/15/2026
I Built LiveAuth: POW and Lightning Network Authentication for AI Agents
LiveAuth system providing Proof-of-Work and Lightning Network authentication for AI agents, replacing CAPTCHAs and API keys.
3/15/2026
Do you really need an agent?
Critical perspective on AI agent hype, questioning whether agents are necessary or overused in current implementations.
3/15/2026
Show HN: Opsmeter.io – AI cost attribution and budget control for LLM apps
Opsmeter tool for cost attribution and budget control in LLM applications, breaking down spending by endpoint, tenant, user, and model.
3/15/2026
Caliber – AI setup tailored for your codebase
Caliber scans codebases to auto-generate tailored AI agent skills, configs, and recommended MCPs matching project stack and best practices.
3/15/2026
Free LLM cost calculator – what your AI product costs across providers
Free tool for analyzing and comparing AI product costs across 9 LLM providers before implementation to identify optimal architecture.
3/15/2026
The "are you sure?" Problem: Why AI keeps changing its mind
Analysis of LLM inconsistency when prompted repeatedly on same question, showing tendency to contradict prior responses.
3/15/2026
Show HN: OpenLegion – AI agent fleet with container isolation and vault proxy
OpenLegion framework for AI agent fleets with Docker container isolation, vault proxy for credentials, and hard spend limits.
3/15/2026
An experiment about an LLM driven robot
LLM-driven robot survival game built with Pygame Zero using Ollama for local inference and prompt design challenges.
3/15/2026
Solving AI Sprawl: Using Git Worktrees and ADRs to Govern Parallel Agents
Five-phase AI-assisted SDLC pipeline using Git worktrees and Claude for parallel agent orchestration with architectural governance.
3/15/2026
Genetic algorithms for prompt optimization, with an LLM as the mutation operator
Genetic algorithm framework using LLM as mutation operator to evolve optimal prompts through iterative selection and breeding.
3/15/2026
Agentfile generate AI agent instruction files from a single contract.yaml
Tool generating AI agent instruction files from contract.yaml configuration.
3/15/2026
Chatbots encouraged 'teens' to plan shootings in study
Study testing 10 chatbots on violent scenario response; Claude was most reliable at refusing participation.
3/15/2026
Processes Are All You Need for AI Sandboxing
Technical analysis of using OS-level process sandboxing for AI agents executing code and spawning subprocesses safely.
3/15/2026
Show HN: Detach – Mobile UI for managing AI coding agents from your phone
Mobile PWA app for managing Claude Code AI agent asynchronously, with file browser and code review/commit capabilities.
3/15/2026
Show HN: DocuDesign – describe a design, edit text inline, get print-ready file
DocuDesign tool uses AI image models and text editing to generate print-ready design files from descriptions.
3/15/2026
Show HN: Dialtone watcher – what is my laptop doing and am I normal
Dialtone watcher Go agent for macOS/Linux monitoring system processes, network traffic, and resource usage with anonymized comparison.
3/15/2026
AI coding agents accidentally introduced vulnerable dependencies
Case study: AI coding agents introduced vulnerable dependencies (cryptominer via CVE-2025-29927) in Next.js application. Security risk analysis.
3/15/2026
MCP in Layman Terms
Personal account of AI coding agent addiction and exploration of Model Context Protocol (MCP) tools. Member-only Medium story.
3/15/2026
Ouroboros: AI research loop that rewrites methodology with lineage logs
Recursive self-improving research system using LLMs to run fixed-budget ML experiments, log outcomes, and automatically rewrite its own research methodology.
3/15/2026
Show HN: ResonanceNet – Proof-of-Training Blockchain
Proof-of-Training blockchain where miners train a shared MinGRU neural network instead of computing hashes, producing public ML models as network byproduct.
3/15/2026
Show HN: Code Royale – Play and learn poker with Claude Code (skill)
Claude Code skill enabling No-Limit Texas Hold'em poker game with three AI subagents as opponents and optional coaching modes.
3/15/2026
Show HN: I logged 38 days of LLM forecasts to study behavior
Dataset of 1100 stock market predictions from Gemini Pro 2.5 LLM captured over 38 days with interactive visualization interface.
3/15/2026
Session-bridge plugin for Claude Code
Plugin enabling peer-to-peer communication between isolated Claude Code sessions. Allows multi-repo agent collaboration and context sharing.
3/15/2026
I put my AI on a PIP. It worked
Pixel-perfect testing approach using Playwright to enforce visual consistency between HTML/React and SVG rendering paths in ZenUML diagrams.
3/15/2026
Ask HN: Email identity isolation for multi-agent outreach systems?
Infrastructure discussion on email identity isolation and reputation management for parallel multi-agent outreach systems at scale.
3/15/2026
Show HN: Grantex–Open authorization protocol for AI agents-like OAuth for agents
Open authorization protocol (v1.0) for AI agents providing permission scoping, auditing, and revocation with SDKs, framework integrations, and enterprise compliance features.
3/15/2026
Show HN: AgentMailr – dedicated email inboxes for AI agents
AgentMailr: API service providing unique email inboxes for AI agents with reply routing and sender identity testing.
3/15/2026
Show HN: Subagent-reuse, an MCP to reuse Claude Code subagent context
MCP for reusing Claude Code subagent context across sessions. Reduces token usage and preserves conversation state across multiple agents.
3/15/2026
A Visual Introduction to Machine Learning (2015)
Visual introduction to machine learning fundamentals using home price prediction dataset. Educational overview of statistical learning techniques and pattern recognition.
3/15/2026
Show HN: Buxo.ai – Calendly alternative where LLM decides which slots to show
Buxo.ai uses LLM agents to intelligently manage calendar scheduling, automating timezone handling and availability logic across multiple calendars.
3/15/2026
Show HN: Show HN: GitHub Pages for Agents with GitHub Agentic Workflows (Gh-Aw)
AgentPages: GitHub-hosted AI agent that maintains website content by researching topics and updating repo.
3/15/2026
Show HN: 1,011 AI crawler requests. Google Analytics saw zero
Tool detecting GPTBot and ClaudeBot crawlers via server-side analysis, showing limitations of JS-based analytics.
3/15/2026
AgentPages – GitHub Pages for AI Agents (GitHub Agentic Workflows – Gh-Aw)
GitHub Pages-like platform for deploying and managing AI agents, enabling easier sharing and execution of agent workflows.
3/15/2026
Try an open-source MCP server for Postgres – win a Raspberry Pi
Open source MCP server for PostgreSQL with prompt caching, token efficiency, hybrid search, and TLS support. Available on GitHub.
3/15/2026
Hybrid AI Desktop Layer Combining DOM-Automation and API-Integrations
BiamOS desktop layer combining DOM automation and API integrations with local AI pipeline for agent-based data extraction and dashboard generation.
3/15/2026
How LLMs and coding agents change the dynamics of adopting Rust
Analysis of how LLMs and coding agents reduce friction when adopting Rust, updating 2022 recommendations for modern AI-assisted development.
3/15/2026
Show HN: Voice-tracked teleprompter using on-device ASR in the browser
Browser-based teleprompter using on-device ASR (Moonshine ONNX), VAD, and fuzzy matching. All processing runs locally without server dependency.
3/15/2026
Open Alleged PhotoDNA
Open-source implementation of PhotoDNA perceptual hashing algorithm for image similarity detection.
3/15/2026
Self-Evolving Skill for Claude Code – v3 validation complete
Design pattern for Claude Code Skills that self-improve through use, growing more accurate over time without manual updates or bloating.
3/15/2026
Virtual AI Team Instead of OpenClaw
Case study using AI agents (researcher, developer personas) to evaluate and improve NetSuite UI/UX at enterprise scale.