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News
Built a Repository for Student Offers
13+ hour, 50+ min ago (344+ words) As a student, I kept finding useful student offers randomly — sometimes through GitHub, sometimes from a friend, and sometimes from a post I happened to come across. Free developer tools, AI tools, cloud credits, design software, premium plans, learning platforms…...
Your AI Demo Works. Here's What Can Break in Production
13+ hour, 52+ min ago (528+ words) The gap between a working demo and a system people can actually depend on. A demo proves a concept. Production proves everything else. When you build a demo, you're answering one question: can this work at all? You pick clean…...
AI Won't Fix a Broken Process. Map It First, Then Automate
15+ hour, 48+ min ago (1060+ words) Automation copies your process. If the process is confused, you now have confusion running at speed, and nobody to blame in the room because the software did it. That is the failure mode I see most often in businesses between…...
How I Integrated WebMCP into My Developer Portfolio (And Turned It into an AI-Callable Agent)
16+ hour, 35+ min ago (20+ words) Most developer portfolios are still static digital brochures. With the web is increasingly being... Tagged with angular, webdev, ai, typescript....
AI Agent Architecture Patterns: A Deep Dive into Modern Agent Design
18+ hour, 5+ min ago (20+ words) AI agents are... Tagged with ai, agents, architecture, machinelearning....
Giving a coding agent more time barely helps
18+ hour, 20+ min ago (627+ words) Real-SWE ran frontier models against licensed, private enterprise codebases (billing, tax, multi-service work) and one number jumped out at me: rollout duration barely moves resolution. 71.4% of rollouts that finished in under 10 minutes FAILED. 73.4% of rollouts that ran 10 minutes or longer…...
From Projects to Products in the AI Age: Why Ownership Matters More When Prototypes Are Free
18+ hour, 43+ min ago (1466+ words) TLDR: AI has made prototypes, POCs and MVPs cheap — a plausible demo in days. What has not gotten cheaper is everything after: reliability, adoption, governance, cost-to-serve. Teams that fund projects now get more demos. Teams that fund products — with stable…...
Expanding Software Engineering Teams for Social Impact Projects
20+ hour, 43+ min ago (359+ words) Hiring full-time engineers is expensive and competitive, especially on a nonprofit, mission-driven budget. Meanwhile, there's a large population of developers who want to contribute to meaningful projects without signing on for a full-time role. Open source is the mechanism that…...
Hermes: Autonomous AI Agents for Career Growth and Opportunity Exploration
20+ hour, 57+ min ago (1521+ words) Hermes: Building Autonomous AI Agents for Career Growth and Opportunity Exploration Building AI that does more than answer questions At the same time, people whose income is limited or uncertain may also want to explore additional sources of income. The…...
Your AI Agent Has No Colleagues
21+ hour, 30+ min ago (632+ words) "The coordination of the builders is not direct. It is the work already done that directs and triggers the work that follows." — Pierre-Paul Grassé, describing termites, 1959 You have seen this. Every agent framework does it:) Three attempts. Three identical failures....