Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance with embodied agent feedback loops
🌍 Dev.to

Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance with embodied agent feedback loops

Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance with embodied agent feedback loops Introduction: When a Silicone Tentacle Taught Me About Causality Last spring, I spent three weeks trying to keep a bio-inspired soft robotic arm from tearing itself apart. The armβ€”a pneumatically actuated silicone tentacle modeled loosely on an octopusβ€”was supposed to learn how to grip fragile objects. Instead, it kept developing micro-tears near its bending jo...
🌍 Dev.to

Backend Error Tracking Setup β€” Capture Exceptions During Pricing Rule Rollouts

TL;DR: For a small Node.js Express error tracking setup rolling out a property-pricing rule, capture backend exceptions with request context, release, environment, and an allowed user identifier, then triage by error group instead of paging on every event. Infrai fits when a stable REST contract matters more than an integrated incident suite: the application keeps one plain HTTP contract even when the provider behind a capability changes, and public discovery plus runnable examples in 10 languag...
BillCraft AI: Invoice Generator + AI-Powered Invoice Reader
🌍 Dev.to

BillCraft AI: Invoice Generator + AI-Powered Invoice Reader

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built BillCraft AI is a privacy-first, intelligent invoice studio built for freelancers, contractors, and small business owners. It automates the tedious work of creating invoices and digitizing messy receipts without sending private financial data to third-party cloud servers. The Problem It Solves Freelancers and solopreneurs spend hours every month manually decip...
🌍 Dev.to

A minimized java service wrapper for Windows/Mac/Linux

https://github.com/theonedev/wrapper MIT licensed, written with Rust, and tested intensively on Windows amd64/arm64, Linux amd64/arm64, Mac Silicon. It is used by OneDev to run as service on these platforms. Wrapper configuration is a subset of JSW, focusing on service wrapping only, without JVM monitoring.
🌍 Lobsters

The DelightQL Query Language

Hey all, I would like to present a programming language I have been developing for many years called delightql. This is an alpha release so there will be rough edges, but I have used it at home and work and have liked it enough to now throw it out into the world and see if it sticks. It's always a good thing if you like the language you've developed. Delightql transpiles to SQL and looks something like a cross between Prolog, Elixir and cough Perl. I will try now to enumerate some featur...
How to Stop an AI Agent from Inventing Nigerian Postcodes
🌍 FreeCodeCamp

How to Stop an AI Agent from Inventing Nigerian Postcodes

On 1 October 2026, Nigeria's postcode changed from six digits to an 11-character code that identifies a single building, such as EK-01-A03-FK-01. Language models trained before that date still describ
HackerNews

Has AI tells

Article URL: https://theconsensus.dev/blog/2026/10/14/has-ai-tells.html?focus=1 Comments URL: https://news.ycombinator.com/item?id=50090799 Points: 63 # Comments: 69
HackerNews

Fancy Curl Sites

Article URL: https://nytpu.com/gemlog/2026-03-18 Comments URL: https://news.ycombinator.com/item?id=50093612 Points: 64 # Comments: 12
HackerNews

OpenCode 2.0

Article URL: https://anoma.ly/notes/opencode-2-0/ Comments URL: https://news.ycombinator.com/item?id=50094994 Points: 219 # Comments: 83
HackerNews

Tiny Little Office

Article URL: https://tinylittleoffice.com/ Comments URL: https://news.ycombinator.com/item?id=50096142 Points: 71 # Comments: 11
AI Coding Created a New Attention Market
🌍 HackerNoon

AI Coding Created a New Attention Market

Could AI coding agents create a new advertising market? Explore developer wait-time monetization, privacy concerns, and the economics of attention.
The Shovel Sellers Are Winning
🌍 HackerNoon

The Shovel Sellers Are Winning

Samsung's record 107.4 trillion won profit, Etched's soaring valuation and OpenAI's $50B run rate show who profits in AI's gold rush: the shovel sellers.