Ask HN: Has anyone built an AI agent that spends real money?
Developer asks about building autonomous shopping AI agent; discusses MCP payment integrations and infrastructure challenges.
Developer asks about building autonomous shopping AI agent; discusses MCP payment integrations and infrastructure challenges.
Tool that learns Claude Code user preferences and injects them automatically. Developer productivity utility.
Revo AI building ambient AI agents using email as context substrate, leveraging existing protocol infrastructure for cold-start grounding.
Comprehensive textbook on probabilistic machine learning with reproducible code, figures, and exercises. MIT Press publication with CC-BY-NC-ND license.
Using AI to generate end-to-end tests from GitHub PRs to address gap left by Copilot-style tools lacking test coverage.
macOS voice-to-text app running Voxtral 4B locally via MLX framework. Zero data leaves device. Swift/SwiftUI implementation.
Space exploration news unrelated to AI/tech development.
TinyForge: 0.8B coding model learns from test failures via evolutionary search and LoRA training on MacBook, improving HumanEval performance.
Open-source browser agent for Chromium sidebar automating clicks, typing, form filling. Alternative to Perplexity Comet and ChatGPT Atlas.
Discussion asking if community-distributed GPU computing could train open-source models like SETI@home approach.
Redis-based coordination framework for multi-agent AI systems with reduced setup overhead using cursor agent experimentation.
Fine-tuned Qwen3-4B LLM for stock trading using 5-stage supervised learning pipeline and reinforcement learning. Achieved +9.4% returns.
Sapphire 1.0.7: lightweight programming language in C++ with native UI and 3D vectors. General purpose language, minimal AI relevance.
ML engineer with 11 years experience in NLP, PyTorch, and production systems seeking freelance contracts.
Agent skill enabling coding agents to render interactive SVG diagrams, HTML widgets, and live charts inline. Developer tool for AI agents.
Tool claims to generate AI app blueprint in 30 seconds. No technical details provided.
WebGPU-based material solver for 3D scanning. Graphics/vision focused, not AI agent/LLM related.
Open-source book on sourdough bread baking techniques and framework. Completely off-topic.
Original research on emergent abilities in text-to-image models, discovering image-to-image capabilities. Reproducible experiments in preparation.
Opinion piece on AI limitations in military decision-making. Minimal technical content.
Open-source evaluation suite for LLM-as-judge testing AI agents. YAML test definitions, root cause analysis, failure mining into training data.
Ruby library for plotting mathematical functions in Jupyter notebooks. Developer tool with limited AI relevance.
Identity.txt: Portable text format for storing AI custom instructions, preferences, and voice across multiple AI tools.
Rootly CTO discusses rethinking engineering evaluations using conversation transcripts instead of code artifacts in AI era.
Reverse engineering ancient FORTRAN compiler from 6800 machine code. Not AI/tech dev focused.
Terraform/AWS infrastructure setup for OpenClaw with security hardening. DevOps, not AI-focused.
Grammarly disabled AI Expert Review feature that imitated writer styles without consent following class-action lawsuit.
Covenant Layer: Open protocol for AI agents to coordinate commitments via outcome-based contracts instead of step-by-step tool orchestration.
Open-source ChronologyAI engine reconstructs event timelines and detects contradictions in documents for legal, compliance, and fraud investigations.
ML model for detecting REM sleep using vital signs data. No connection to user interests.
OpenClaw agent templates for healthcare with plug-and-play deployment, customer support automation, and PR review capabilities.
OpenClaw agent templates for healthcare including support ticket handling, bug triage, and PR review with customizable guardrails.
AutoHarness research on improving LLM agents by automatically synthesizing code harnesses. Machine learning research.
LightSwarm is a bash script that creates a 3-agent swarm using Claude's API, with roles for architecture, building, and cleanup across multiple projects.
Harbor CLI tool for managing multiple LLM backends (llama.cpp, vLLM, Ollama) with unified interface. Open source developer tool.
Tool for fast 1080p video generation on single GPU. No technical details provided.
Simple command-line utility for looping and backgrounding commands with configurable delays and alias support.
Brief notice about GNOME infrastructure using Fastly for bot and AI scraper mitigation.
Brief conceptual piece discussing topology and authority in AI inference versus historical primary source concepts.
Offline detection tool for AI-generated text patterns without ML, identifying suspicious fingerprints like unusual punctuation and buzzwords.
Open source editor-agnostic live collaborative editing tool enabling simultaneous editing across different editors and locations.
Open source CLI tool converting Playwright test scripts into product demo videos with AI-generated voiceover using local Kokoro TTS.
Product review of MacBook Air M5 13-inch laptop for ultraportable performance and design.
Systems-level discussion of LLM inference basics and serving runtimes ecosystem from infrastructure perspective. Originally internal, now published for systems developers.
Engineer used ChatGPT and AlphaFold to develop cancer vaccine prototype for his dog.
GitHub removes expensive premium LLM models from free Copilot Student plan starting March 12.
Open-source Kubernetes workflow engine for scheduling staging cluster scaling to reduce infrastructure costs.
Hawkeye is an open-source observability layer for AI agents with session recording, drift detection, and guardrails.
Kalverion_bot is an open-source AI Telegram bot for personal finance using NLP, double-entry accounting, and forecasting.
Continuum is a testing framework for LLM workflows that records and replays runs to detect output drift in production.