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One MCP server for Jira, Confluence and Bitbucket: 61 tools under one config
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Show HN: Metatron – give coding agents your team's conventions over MCP
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Building My First AI Agent API with FastAPI and Mistral AI
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What I learned building a document chunking and embedding API for RAG
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AI Enrichment Pipeline: From Sample Classification to 100K-File Metadata Search with Bedrock and OpenSearch NextGen
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Designing a config-driven agentic RAG platform for customer support
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Human Operator – Winner of MIT Hard Mode 2026
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From Hours to Seconds: An AI-Powered Metadata Catalog for Unstructured Data on FSx for ONTAP
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Classical RAG vs Agentic RAG: a practical decision guide
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Building Elo Learn: An Explainable Adaptive Learning System with Knowledge Tracing and Recommendation Intelligence
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I built a terminal SSH manager because I was tired of scrolling bash history
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The AI Engineering Baseline
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Killing the Tofu Box for Good: Grafting a Star into Noto Color Emoji
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Building an agentic Jira automation platform with MCP and Temporal
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Agent Toolkit for AWS
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Hermes Agent Self-Evolution: Nous Research Ships Genetic Prompt Optimization with DSPy + GEPA
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SCPN Fusion Core: A Control-First, Neuro-Symbolic Software Stack for Tokamak Plasma Control
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System Architecture: Deterministic Token-Level Halting for LLM Hallucinations using Rust and Dual-Entropy Scoring
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Open-LLM-VTuber Review: Offline AI Companion with Live2D
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Why Advanced AI Systems Develop Self-Models
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Claude Code Workflow: Best Practices That Ship Code"
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SoloEngine: How to Let AI Run Every Industry
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Running Apache Airflow + Docker for Free Using GitHub Codespaces
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Show HN: Cloudnest Pilot – AI agent for OpenShift cluster operations
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How LineageLens Scores Risk on Every AI Code Insertion — and Why Missing the Prompt Makes It Worse
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How I Use 3 AI Coding Agents Together
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I Built a Columnar File Format in Pure Python — a tiny, readable Parquet
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Skill, MCP, Plugin, or just a CLI: how I pick a Claude Code extension, lightest first
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KVarN, Cost.dev, headroom — the week the agent runtime bill got itemized
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I built a 81-tool, fully local AI desktop assistant with PySide6 and Ollama (here is the architecture)
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Building LogSentry: A Serverless AWS Pipeline That Detects Secrets Leaked into Application Logs in Real-Time
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AutoMegaKernel: Compile an LLM into one provably-correct CUDA megakernel
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AI Builder Notes - Week of June 8, 2026
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I was building an AI sound engineer and the rules I wrote for it stopped working.
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🛡️ My Neighbour's ₹2 Lakh Insurance Claim Was Rejected. I Built an AI to Make Sure It Never Happens Again.
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From Prototype to Production: Finishing Moonsu Link, a Chat-Native Agricultural Marketplace for Cameroon
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I Built My Own Analytics Platform Instead of Paying for PostHog
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Claude Desktop Request, LLM Learning Tool, and KV Cache Compression Boost
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Launch HN: Intuned (YC S22) – Build and run reliable browser automations as code
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I scoped a multi-agent TUI system in January. It sat dead for 4 months. Here is the comeback.
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🎮Copilot Made Me a Game Developer — How I Built Pixel Siege from an Old Python Prototype 👾🚀
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Handwritten Digit Recognition System with Cloud and AI Enhancements
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Run CrewAI With 50% Lower LLM Cost Using Lynkr
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Matrix – An installable Python CLI package for cross-device session jumping
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Render an HTML Table to PNG in Python (5 Ways, 2026)
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Look-ahead bias is quietly breaking your AI agent backtests
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LearnX-Radar – Daily AI audio lessons from developer trends + Dutch coach
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The math of finding edge in prediction markets (and the open-source tools I built)
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Life – an artificial life simulation with Φ* integrated information
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Building a Brain in Pure Python