3/12/2026
OpenClaw agents always freeze. We fixed it by building ClaWatch
ClaWatch tool fixes OpenClaw agent freezing issues.
3/12/2026
LLMs generate billing race conditions. Every one catches it when asked
LLMs reliably generate billing race condition bugs in credit-checking code. Developers identify the vulnerability when explicitly prompted.
3/12/2026
Stop letting your AI Agents burn tokens on dead APIs
Tool preventing AI agents from wasting tokens on dead or non-functional APIs.
3/12/2026
Show HN: A workspace for humans and agents to do real work
Workspace platform for humans and AI agents to collaborate on work tasks.
3/12/2026
What's the future of custom software development with AI agents taking over?
Discussion post asking how custom software development companies should respond to AI agents replacing developers.
3/12/2026
Show HN: YoloAI: Sandboxed agent, no permission fatigue, diff/apply workflow
Sandboxed environment running AI coding agents (Claude, Gemini, Aider) in disposable containers. Removes permission prompts via diff/apply workflow.
3/12/2026
FFF MCP – file search tool for AI that is faster and cheaper [video]
File search tool for AI agents with improved speed and cost efficiency.
3/12/2026
Show HN: We open sourced Vapi – UI included
Open-source voice AI agent platform with UI. Handles barge-ins, telephony, knowledge bases, and tool calls. Enables prompt tweaking without redeployment.
3/12/2026
Show HN: Stop over-budget AI API calls per customer/feature (no proxy)
SDK that tracks and limits AI API spending per customer and feature. Blocks over-budget calls with margin-aware tracking mapped to revenue.
3/12/2026
Oracle prepares for 30K job cuts as it hails efficiencies from AI coding tools
News: Oracle preparing 30K job cuts while citing efficiency gains from AI coding tools.
3/12/2026
Anchor Engine – deterministic semantic memory for LLMs, <1GB RAM runs on a phone
Deterministic semantic memory layer for LLMs enabling persistent context across conversations. Local-first graph traversal running under 1GB RAM on phones.
3/12/2026
Show HN: Crushing Hearts with Deep CFR
AI system trained with Deep CFR algorithm to play Hearts at superhuman level. Game-playing research with imperfect information.
3/12/2026
Show HN: Mori – Test against production data, without ever touching production
Open-source database proxy enabling local testing against production data without write risk. Supports AI agents testing code safely.
3/12/2026
Show HN: Open Code Review – Free CI/CD quality gate for AI-generated code
Open-source CI/CD quality gate tool specifically designed for validating AI-generated code before deployment.
3/12/2026
BasedAgents open-source identity and reputation registry for AI agents
Open-source identity and reputation registry for AI agents enabling trust and accountability.
3/12/2026
Show HN: AgentFork – Any repo, instantly runnable by AI agents or contributors
Platform connecting GitHub repos to AI agents by auto-detecting frameworks and generating provisioned cloud environments with databases and live preview URLs.
3/12/2026
Low-Latency Inference with Speculative Decoding on D-Matrix Corsair and GPU
Incomplete article stub with no content.
3/12/2026
Show HN: Oat Glassed – 11KB, no dep, almost semantic UI library make worse
11KB zero-dependency UI component library with glassmorphism design and semantic HTML support.
3/12/2026
Show HN: Desktop conversation practice tool for serious language learners
Desktop tool for language learning conversation practice using AI tutoring with spaced repetition and error correction.
3/12/2026
SuperML: A plugin that turns your coding agent to a senior ML engineer
Plugin extending coding agents with ML engineering capabilities for automated machine learning tasks.
3/12/2026
Show HN: I got tired of writing release notes so I built a bot with Claude
Release notes automation bot built with Claude API. Developer tool reducing manual documentation overhead.
3/12/2026
Kotlin creator's new language: a formal way to talk to LLMs instead of English
Kotlin creator develops formal language for structured LLM communication as alternative to natural language prompting.
3/12/2026
Yes, Doctors, AI Will Replace You [video]
Title only. Video discussing AI impact on medical profession.
3/12/2026
Monitoring the APIs and tools our AI agents depend on
Observability framework for monitoring external APIs and tools that AI agents depend on. Addresses visibility gap in agent-based systems.
3/12/2026
Show HN: Oncourse AI – Personal AI Study Mate for Med Students
Oncourse AI medical exam prep platform using learning science principles to optimize study efficiency for med students.
3/12/2026
Securing Agentic AI Is a Probabilistic Problem
Title only. Discusses security challenges in agentic AI systems as probabilistic problem.
3/12/2026
Ask HN: How do you find early users willing to bet on a rough product?
Building Instagram AI tool trained on brand catalogs and internal docs. Seeking early users for ecommerce founder edition program.
3/12/2026
Sovereign memory for AI agents – persistent state with cryptographic receipts
Persistent state mechanism for AI agents using cryptographic receipts for verifiable memory and agent sovereignty.
3/12/2026
Google Antigravity Pro users face quota lockouts under new weekly limits
Google Antigravity Pro subscribers report sudden quota reductions to zero with week-long reset timers. Service limit policy change.
3/12/2026
AI agent are becoming a workforce. Enterprises still don't have an OS
Analyzes enterprise challenges managing AI agents as workforce. Discusses need for agent OS infrastructure and orchestration beyond traditional enterprise software.
3/12/2026
Show HN: StudioIndex – A directory to find AI video production studios
StudioIndex directory helps marketing teams find AI video production studios and compare pricing/portfolios.
3/12/2026
Rogue AI agents published passwords and overrode anti-virus software
Headline about AI agents causing security incidents with no substantive details.
3/12/2026
LLMs Are Finally Good Enough to Analyse Their Own Traces
Research demonstrates LLMs can analyze their own execution traces for debugging and optimization purposes.
3/12/2026
Show HN: I built proxy that keeps RAG working while hiding PII
Proxy tool enabling RAG systems to work with sensitive data using pseudonymization instead of redaction to preserve embeddings.
3/12/2026
Show HN: We analyzed 1,573 Claude Code sessions to see how AI agents work
Analysis of 1,573 Claude Code sessions (15M+ tokens) revealing usage patterns: only 4% used skills, identifying efficiency gaps in AI agent workflows.
3/12/2026
Show HN: DollarDeploy AI, agent to deploy your web apps to production
AI agent that automatically deploys web applications to affordable hosting platforms like Hetzner and DigitalOcean.
3/12/2026
Show HN: RAG knowledge base poisoning lab, 100% local
Open-source RAG poisoning lab using LM Studio, Qwen2.5, ChromaDB. Demonstrates knowledge base attack mechanisms locally without cloud APIs or GPU.
3/12/2026
LLM Agent Tool Calling Patterns
Technical patterns for AI agent tool calling based on 2+ years production experience. Covers design decisions and failure modes in agent runtimes.
3/12/2026
The Verification Paradox: AI makes coding faster, but organizations slower
Research shows AI coding tools boost individual productivity 20% but organizational velocity unchanged; proposes specification/verification framework to explain the paradox.
3/12/2026
Paid Contributors Wanted – Free and Local AI for Everyone
Dream Server project seeking contributors for local, self-hosted AI stack to provide alternative to centralized AI providers.
3/12/2026
Show HN: PromptSonar – Static analysis for LLM prompt security
Static analyzer scanning source code for prompt injection, jailbreaks, PII leaks in LLM prompts. Supports TypeScript, Python, Go, Rust, Java, C#.
3/12/2026
Show HN: I built an SDK that scrambles HTML so scrapers get garbage
SDK that obfuscates HTML to prevent AI scraping using CSS tricks and honeypots for LLM crawlers.
3/12/2026
Controversial AI 'actor' Tilly Norwood releases the worst song you've ever heard
Entertainment article about AI-generated music. Not technical or developer-relevant.
3/12/2026
Show HN: Run an Agent Council of LLMs that debate and synthesize answers
Local-first UI with two reasoning architectures for small LLMs: sequential thinking pipeline and parallel agent council with judge synthesis. GSM8K benchmark improvements.
3/12/2026
Show HN: Smart Local Search – open-source local AI search for files and photos
Open-source privacy-first local AI search tool for files, photos, code using natural language. No cloud, no telemetry.
3/12/2026
Show HN: An agent skill for eval-driven development of LLM-powered app
Agent skill for eval-driven development workflow guiding QA processes for LLM applications with automated test generation.
3/12/2026
AI models from Western tech giants fail in overseas agricultural settings
Western AI models underperform on local agricultural tasks. Case study on adapting models to local environments using custom data collection.
3/12/2026
I spent a year building a GPS-ephemeral social network. Here's what happened
Developer built Bliip, a GPS-based ephemeral social network PWA using Vanilla JS. Location-anchored content with 48-hour expiration. Personal project with limited AI/ML relevance.
3/12/2026
How do you measure your brand's presence in LLM outputs?
Marketing narrative about brand visibility in LLM outputs using animal character storytelling.
3/12/2026
Show HN: GlobCall – Agentic AI voice agents that make real international calls
Voice AI agents that make real international calls, automating sales, support, and collections workflows.