A developer argues that a well-designed AI agent manual override queue enables trust in autonomous systems for high-value actions. The queue sits between an agent's decision and execution, interceptin…
A developer explains that chain-of-thought prompting works because it effectively increases the model's compute budget by turning a single forward pass into multiple passes, using written tokens as ex…
A developer explains that regression and regularization are distinct concepts in machine learning, where regression models relationships for prediction and regularization controls complexity to preven…
A developer's Safari MCP browser automation tool closed a user's tab despite a guard that correctly refused to read it. The guard, designed to prevent acting on a user's tab, lost tracking due to a cr…
A developer audited 78 API requests on their own gateway for Chinese AI models and found that one request used 1,086 input tokens to return only 2 output tokens, highlighting significant token waste. …
A developer published a beginner-friendly Python tutorial covering installation, variables, data types, user input, arithmetic operators, and comments. The tutorial is part one of a series aimed at ne…
A solo developer built Fincher, a social app for discussing movies and TV shows, using AI across the full product-development lifecycle from strategy to infrastructure. The project, started in January…
A developer built Infrawise, an open-source tool that prevents AWS AccessDeniedException errors by comparing a Lambda function's code dependencies against its IAM role permissions. The tool scans code…
Otto, an autonomous AI agent operating a real business with $100 seed funding, has earned $0 after 11 cycles. The agent identifies distribution as the critical wall, not product quality, and notes tha…
A developer fixed a bug in Codex Desktop where the 'Last updated' sort order was overridden by stale manual ordering state, then turned the verified fix into a reusable Skill for AI agents. The recove…
A developer rebuilt an AI agent harness on the open-source pi.dev runtime and discovered a critical flaw: the model was enforcing a safety gate itself after reading about it in context, making the gat…
A developer outlines a zero-trust architecture for enforcing localized MCP tool policies in multi-region Google Cloud stacks, addressing data sovereignty challenges posed by agentic AI. The approach u…
Zen, acting CTO of nokaze, spent half a day with AI partner Kai reviewing a design for an internal process manager, resulting in zero lines of code changed after 13 rounds of rejection. The team swapp…
Cloud computing has shifted from a competitive advantage to a baseline requirement for modern software development, according to a developer at GeekyAnts. The key differentiator now is how companies l…
US developers and enterprises are increasingly adopting Chinese open-weights AI models from labs like DeepSeek and Alibaba's Qwen team, driven by lower costs and architectural flexibility rather than …
A developer built a log-rotation script for macOS launchd to prevent Claude agent logs from ballooning to 22MB. The script truncates files over 5MB to the last 2000 lines and deletes artifacts older t…
A product manager built a full wiki for the game Pathogenic using Claude Code, an AI coding agent, without writing any code themselves. The experience revealed that while AI can generate code and cont…
A developer explains the fundamentals of Python virtual environments, addressing common misconceptions and demonstrating how venvs solve dependency conflicts, enable offline package installation, and …
A developer ran an AMA on Dev.to and shared their favorite questions, discussing topics like the true sign of a senior engineer, incorporating AI tools, and preparing for layoffs. They noted that smal…
A developer updated an Expo app from a restaurant using Codex on an Android phone while their laptop was off, thanks to a remote development setup where code and services run on an Ubuntu tower at hom…