🐚 Shell Monads

Functional Shell, Pipeline Composition, Error Handling, Shell Abstractions

Under the Tower
ephemeralenigmascom.wordpress.com·1d
🏺Gaming Archaeology
Show HN: Self-hosted Amazon Bedrock router that learns from feedback (online RL)
arfniia.com·16h·
Discuss: Hacker News
💻Local LLMs
Show HN: I'm building a "work visa" API for AI agents
agentvisa.dev·20h·
Discuss: Hacker News
⚡Proof Automation
Why People Read Assembly
codestyleandtaste.com·3d·
Discuss: r/programming
🚀Compiler Optimizations
A Freelancer's Guide to Effortless AI-Powered Time Management
flowping.app·13h·
Discuss: Hacker News
💾Persistence Strategies
The End of Big, Dumb AI Data
procurefyi.substack.com·1d·
Discuss: Substack
🤖AI Curation
Context Engineering is the Key to Unlocking AI Agents in DevOps
devops.com·20h
🔐Capability Systems
Von Neumann's minimax theorem through Fourier-Motzkin elimination
arxiv.org·2d
🎯Performance Proofs
RISE: Enhancing VLM Image Annotation with Self-Supervised Reasoning
arxiv.org·3h
🤖Advanced OCR
OneUptime – open-source observability platform
github.com·1d·
Discuss: Hacker News
🌊Streaming Systems
A Comprehensive Perspective on Explainable AI across the Machine Learning Workflow
arxiv.org·2d
🤖AI Curation
Automated Protocol & Metric Harmonization for KS Standard Validation & Gap Analysis
dev.to·1d·
Discuss: DEV
✅Format Verification
SEDEG:Sequential Enhancement of Decoder and Encoder's Generality for Class Incremental Learning with Small Memory
arxiv.org·1d
🧠Neural Codecs
Piciorgros TMO-100: Unauthorized configuration change via TFTP (CVE-2025-29617)
seclists.org·1d
🔒Hardware Attestation
Evals Are All You Need: The Definitive Guide to AI Agent Evaluation for Developers
dev.to·20h·
Discuss: DEV
👁️System Observability
Perfect Counterfactuals in Imperfect Worlds: Modelling Noisy Implementation of Actions in Sequential Algorithmic Recourse
arxiv.org·2d
📼Tape Combinators
Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training
arxiv.org·2d
🌳Context free grammars
Curiosity and Craft: What Drives Me to Build
dev.to·3d·
Discuss: DEV
🔩Systems Programming
**Golang Memory Optimization: Reduce GC Pauses by 73% in High-Load Applications**
dev.to·3d·
Discuss: DEV
🔩Systems Programming
ADMIRE-BayesOpt: Accelerated Data MIxture RE-weighting for Language Models with Bayesian Optimization
arxiv.org·2d
🧠Machine Learning