🐚 Shell Automation

Script Optimization, Pipeline Efficiency, Command Composition, Terminal Productivity

_AugmentedIntelligence v3.0 (WIP)
reddit.com·1d·
Discuss: r/homelab
🎙️Whisper
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How to Build a Self-Refining Content Agent with LarAgent
blog.laragent.ai·2d·
Discuss: Hacker News
⚡Proof Automation
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Silent Signals: Hiding Red Team Operations in AI Noise by Arvind Sundararajan
dev.to·5h·
Discuss: DEV
🎯Threat Hunting
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Show HN: I ended up vibecoding a full fledged interpreter when ads annoyed me
pseudorun.tech·17h·
Discuss: Hacker News
🦀Rust Macros
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The Zero-Bullshit Protocol™ – Hallucination-Proof AI Engineering System: FREE VERSION!
dev.to·1d·
Discuss: DEV
🏠Homelab Pentesting
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Building Tornago: A Go Library for Tor Integration Born from Fraud Prevention Needs
dev.to·3h·
Discuss: DEV
🧅Tor Networks
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Understanding LLMs as Pattern Machines, Not Thinking Partners
practicalsecurity.substack.com·1d·
Discuss: Substack
💻Programming languages
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Agent Design Is Still Hard
lucumr.pocoo.org·2d·
Discuss: Hacker News, Hacker News
✨Effect Handlers
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Vibe Coding Is Too Much Cognitive Load
medium.com·2d·
Discuss: Hacker News
📏Code Metrics
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AI assistance in Development
dev.to·20h·
Discuss: DEV
🔌Interface Evolution
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I tested ToolJet’s Agent and here is what I found!
vibe.forem.com·19h·
Discuss: DEV
📏Code Metrics
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How to write a great agents.md: Lessons from over 2,500 repositories
github.blog·3d·
Discuss: Hacker News
⚡Proof Automation
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Show HN: I built a wizard to turn ideas into AI coding agent-ready specs
vibescaffold.dev·13h·
Discuss: Hacker News
⚡Proof Automation
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The Sacrilegious Coder
dev.to·11h·
Discuss: DEV
🎯Gradual Typing
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Show HN: Use any LLM in Go with stable, minimal API
github.com·1d·
Discuss: Hacker News
🧠Lisp Dialects
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Advent of Go: A Go Advent of Code CLI
reddit.com·2d·
Discuss: r/golang
⚡Proof Automation
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Recursive Satellite Trajectory Optimization for Collision Avoidance via Hybrid Symbolic-Numeric Simulation
dev.to·1h·
Discuss: DEV
⚡Incremental Computation
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Evolution of Agentic AI C/O Amazon Quicksuite
dev.to·22h·
Discuss: DEV
⚡Proof Automation
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Accelerated Calcium Spark Dynamic Calibration via Adaptive Resonance Networks and Bayesian Optimization
dev.to·1d·
Discuss: DEV
📊Quantization
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Stop Googling Commands: The 3 Best AI Tools for Linux Help in 2025
dev.to·3d·
Discuss: DEV
🪟Awesome windows command-line
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