标签：#ha

Hello Dev Community! 👋 It is officially Day 89 of my 100-day full-stack engineering run! 🎯 Yesterday, I kicked off my competitive solving streak on HackerRank. Today, I advanced from standard linear filters into the powerful world of textual pattern recognition by mastering: SQL Regular Expressions (REGEXP) and String Anchors! 🔍🛡️ When processing real-world data pipelines—like validating structured phone inputs, email domains, or parsing specific text queries—standard LIKE operators can make your code messy and repetitive. Today, I solved these constraints elegantly. 🧠 Shifting from Bulky LIKE Statements to Sleek REGEXP As tracked inside my workspace files across "Screenshot (193).png" and "Screenshot (195).png" , I solved two distinct core challenges from the HackerRank series: 1. Match from the Start: Weather Observation Station 6 The Goal: Query the list of CITY names from STATION that start with vowels ( a , e , i , o , u ), ensuring no duplicates are returned. The Evolution: Instead of chaining multiple LIKE queries or cutting sub-strings with LEFT() , I utilized the caret anchor ( ^ ) inside a regular expression array to verify the string's starting boundary instantly: sql SELECT DISTINCT CITY FROM STATION WHERE CITY REGEXP "^(A|E|I|O|U)";

After a marathon 48 hours of coding, the winners of the AI Engineer World's Fair Hackathon have been...

A new standard for autonomous-agent commerce now has a live implementation, and it's worth reading closely - not because it competes with atomic settlement, but because it draws the line between two settlement philosophies more clearly than anything I've seen so far. The standard is ERC-8183 , the Agentic Commerce Protocol, launched earlier this year by the Ethereum Foundation's dAI team and Virtuals Protocol. The implementation is BNB Chain's BNBAgent SDK , which the team describes as the first live build of the spec (shipped on testnet in March 2026, mainnet pending). If you build for AI agents, both are worth understanding on their own terms. They're also the clearest mirror I've found for explaining what "atomic settlement" actually means. What ERC-8183 does ERC-8183 models commerce as a job with an escrowed budget . There are three roles: a Client who posts the job and funds it, a Provider who performs the work, an Evaluator - a designated third party who decides whether the work was completed. The job moves through four states: Open → Funded → Submitted → Terminal . The client funds the budget into escrow. The provider submits a deliverable. Then the evaluator - and only the evaluator - attests that the job is complete (or rejects it), and the escrow releases accordingly. If the job expires, the client gets refunded. This is a sensible design for a real class of problems. A lot of agent "commerce" is genuinely work-for-hire: do a task, produce a deliverable, get paid if it's acceptable. Acceptability is subjective, so you need someone to judge it. ERC-8183 makes that judge a first-class role and standardizes the lifecycle around it. BNBAgent SDK goes further and routes disputes through UMA's data-verification mechanism, adding an arbitration layer the base spec deliberately leaves out. So far, so reasonable. The interesting part is the assumption baked into the shape of it: someone has to decide that the deal is done. What atomic settlement removes Now hold th

Heat pumps are more than just a way to keep your home comfortable without using fossil fuels.