A developer built SmartContractAuditor.ai, an AI-powered smart contract audit tool, to fill the gap left by ConsenSys's shutdown of MythX in March. The tool analyzes Solidity, Vyper, and Rust contract…
A developer describes how a bank's AI loan approval system failed when the model provider went down, causing some applications to be incorrectly approved. The developer outlines a NestJS-based archite…
Anthropic has expanded its voice mode capability to the more powerful Claude Opus and Sonnet models, enabling developers to integrate advanced multimodal conversational AI with real-time voice interac…
A solo developer building BreakWatch, a changelog watcher that monitors public API changelogs for breaking changes, after discovering breaking changes in Stripe, OpenAI, Anthropic, and other APIs only…
A developer warns that agentic coding may be worsening web accessibility, citing WebAIM data showing a 10.1% year-over-year increase in WCAG failures. The engineer argues that LLMs, as pattern-matchin…
A developer building a headless content API called Depot explains the need for two distinct authentication strategies: slow bcrypt hashing for low-entropy human passwords and fast SHA-256 hashing for …
A developer built Cypher, an open-source Rust CLI that scans Reddit subreddits and uses AI to score buying intent, ranking leads for freelancers. The tool supports local Ollama models and cloud fallba…
A developer tracked Claude Code spending for three months and found that 60-70% of agent turns don't need a frontier model like Opus. By routing simple tasks to cheaper models like Haiku, costs droppe…
A developer released gate.cat, a deterministic, fail-closed veto tool that blocks dangerous shell commands—such as rm -rf, DROP TABLE, and secret exfiltration—before they execute, using string and pat…
A developer outlines a methodology for evaluating testing tools that goes beyond feature lists, focusing on operating cost, organizational fit, and real-world workflows. The approach includes measurin…
A Dart developer discovered that public const constructors in the instructor_dart package bypass validation logic in factory methods, allowing invalid regex patterns and empty enum sets. The const con…
The evolution of the GPU from arcade cabinets to AI accelerators is traced through key milestones including the Whirlwind computer, 3dfx Voodoo, and NVIDIA GeForce 256. The shift from fixed-function a…
A bootstrapped team built Beonmap, an AI-powered job discovery platform, after abandoning a CRM SaaS project. The developer deleted two months of work to pivot, then rebuilt the product as a mobile ap…
A developer built and shipped token-risk.com, a pay-per-call API on Base that returns structural risk reports for ERC-20 tokens, but after eight weeks external paid calls remain at zero. The API passe…
A developer provides ten ChatGPT prompts tailored for L1 SOC analysts to assist with alert triage, threat analysis, and documentation. The prompts cover scenarios such as security alert summarisation,…
A solo developer launched Pixanima, a browser-based pixel-art and animation editor with an optional AI assistant, built with Vue 3 and Laravel 12. The editor is free, with AI features as the only paid…
An engineer built LLM Latency Tracker, an independent, provider-neutral tool that measures AI API latency and uptime from four global regions. The open-source project covers ~45 providers and is desig…
A developer is working through the Cloud Resume Challenge on Azure, building a Vue.js front-end and preparing for the Microsoft AZ-900 certification. The project includes setting up an Azure account, …
A developer built ModelFuzz, an open-source Python library that intercepts tool calls at the execution layer to prevent AI agents from leaking secrets via prompt injection. The library includes a CLI …
A developer explains that an AI language model generates text by repeatedly predicting the next token based on probability distributions and sampling, not deterministic selection. This mechanism expla…