Closing the execution gap: a series
Developer Arun Raghunath launched jhansi.io, an open-core cloud sandbox designed to safely execute AI-generated code in production. The platform addresses the gap between AI writing code and running i…
Developer Arun Raghunath launched jhansi.io, an open-core cloud sandbox designed to safely execute AI-generated code in production. The platform addresses the gap between AI writing code and running i…
Non-human identities (NHIs) now outnumber human users 144-to-1 in cloud-native environments, yet most organizations lack governance for service accounts, API keys, and AI agents. A developer outlined …
Developer Maneshwar has added Windows Subsystem for Linux (WSL) support to peektea, a minimal terminal file browser built with Bubble Tea. The tool now automatically detects WSL environments and route…
A developer built Delay Mirror, a supply chain security gateway for package managers that blocks downloads of packages published within the last three days, after malicious code was pushed into npm pa…
A developer built PineForge, a transpiler that converts TradingView's PineScript v6 source code into C++ for offline backtesting on any OHLCV CSV data. The system achieved trade-for-trade parity with …
A developer built an Incident Memory Agent that stores structured records of past production outages, enabling instant retrieval of specific fixes instead of generic troubleshooting checklists. The ag…
A developer rebuilt Cookify from an abandoned React prototype into a complete AI-powered recipe workspace that generates structured, step-by-step recipes from available ingredients. The new Next.js Ap…
An AI Agent system operates on a ReAct loop—Observe, Think, Act, Repeat—enabling autonomous decision-making and action without human intervention, distinguishing it from simpler chatbots. The Model Co…
CloakBrowser MCP is an open-source Model Context Protocol server that integrates upstream Playwright MCP tools with the CloakBrowser Chromium runtime. The project generates a Playwright MCP configurat…
A developer named Dexter has published a GitHub repository containing a setup script and documentation for running Gemma 4 locally on an Android phone using Termux and Ollama. The repo includes an aut…
Claude Cowork, released in 2026, runs locally on a Mac, reads the file system directly, and executes bash commands, continuing tasks even when the laptop is closed—unlike cloud agents such as ChatGPT …
MeetMind, a new AI-powered meeting assistant, closes the loop between pre-meeting preparation and post-meeting note-taking by providing structured briefings and a persistent memory layer. The tool use…
A developer built TrustGuard AI, a fraud detection system that catches 99.76% of fraudulent transactions on the PaySim dataset, achieving an AUC-ROC of 0.9995 and Recall of 0.9976 on a 6.3 million row…
The Global AI Oversight Board (GAIOB) issued a €500 million fine against CognitoSync Labs for algorithmic bias in a financial lending platform and lack of explainability under the new Global AI Act of…
Anthropic has published internal data showing that 80% of code merged to its production codebase was authored by its AI model Claude as of May 2026, with an 8x increase in code merged per engineer per…
A developer built a cost-saving solution combining Qwen-Turbo and DeepSeek series APIs, cutting total token costs up to 72% without reducing response quality. The system uses task-based model routing,…
A developer building the resume builder "Here Is My CV" discovered that user frustration centered on ATS compatibility, not customization or pricing as expected. After polling job seekers, the develop…
Adversa's Q2 2026 AI Risk Quadrant Report, published June 3, found that 98% of production agent systems carry the "lethal trifecta" — access to private data, exposure to untrusted content, and the abi…
Victor, a full-stack engineer based in South Korea with over 10 years of experience and two CTO roles, has launched an English-language blog on dev.to to share his work on self-hosted LLMs and solo pr…
A developer rebuilt ExcelPy from an unfinished Tkinter desktop prototype into a Next.js 16 spreadsheet QA workspace that compares trusted and new workbooks for pricing, catalog, or inventory changes. …