AI Engineering from Scratch
This article describes a free, open-source AI engineering curriculum on GitHub maintained by Rohit Ghumare and contributors. The curriculum consists of 435 lessons across 20 phases, teaching algorithm…
This article describes a free, open-source AI engineering curriculum on GitHub maintained by Rohit Ghumare and contributors. The curriculum consists of 435 lessons across 20 phases, teaching algorithm…
Memduck, a self-hosted AI memory workspace designed to solve the problem of scattered context across browser tabs, screenshots, chat messages, and copied text. Users can save material from various sou…
Open-source AI agent frameworks OpenClaw and Hermes Agent dominate GitHub in 2026, with OpenClaw reaching 373,616 stars and Hermes Agent surpassing it in daily token processing on OpenRouter. OpenClaw…
Five primitives demonstrated on the world-model-mcp project's own codebase, including a learned constraint that denies edits violating a rule (e.g., using `console.log` instead of `logger.debug`) afte…
Concept of "AI license laundering," where generative AI coding assistants trained on public code repositories can produce output that closely resembles copyleft-licensed code (such as GPL) without inc…
Most "Claude prompt" collections are ineffective because they rely on shallow roleplay or generic instructions rather than actual expertise. To address this, they built AgentOS 2.0, a collection of 13…
The Model Context Protocol (MCP) is a standardized method for AI systems to connect with external tools, APIs, databases, and workflows, functioning like a "USB-C for AI" to eliminate the need for cus…
Orchkit, a composable Go orchestration tool designed to avoid platform lock-in by allowing each of its 63 nodes to function in four different ways. It features a visual drag-and-drop UI and includes b…
DeepSeek TUI, a terminal user interface for DeepSeek's models, has gained nearly 33,000 GitHub stars in two weeks. The tool can run against other providers including local models via Ollama or oMLX, a…
A developer describes two modes of working with AI coding assistants: 'synced mode' for building shared understanding and 'delegate mode' for offloading tasks once boundaries are solid. The author arg…
Amazon SageMaker AI now supports OpenAI-compatible API for real-time inference endpoints, allowing users to invoke models by changing only the endpoint URL without custom clients or code rewrites. The…
GitHub's Chief Information Security Officer, Alexis Wales, is leading an investigation into unauthorized access to GitHub-owned repositories. Wales, who has 20 years of experience defending networks f…
The 2001 film *Antitrust* accurately predicted the current state of the tech industry in 2026, where AI models like large language models exploit unpaid, open-source developer labor from platforms lik…
An experiment using Claude Code to create a multi-agent AI workflow for software development, orchestrated through a Java/Spring Boot backend. The author found that the main challenges were not code g…
NFSMount is a native Haiku application (built with BeAPI) that provides a graphical user interface for managing NFS shares, allowing users to mount and unmount shares as well as export and import save…
During Google I/O 2026, Google announced the discontinuation of its open-source Gemini CLI, effective June 18, 2026, via a blog post rather than a keynote, a move critics describe as "bad news burial.…
Seven large language models tested under the same agent harness showed similar correctness scores but significant differences in operational behavior, including latency, tool-call counts, and timeout …
Release of mcp-probe v1.0.0, a CI-ready readiness gate for MCP servers that goes beyond basic startup checks to validate whether tools actually work in agent workflows. The tool can test real tool cal…
A new Claude skill called "spec-driven-development" that creates standardized specification files (requirements.md, design.md, tasks.md) and matching configuration files for multiple AI coding tools (…
On May 18, GitHub released a general availability feature allowing users to remotely control Copilot CLI sessions from mobile, web, or VS Code by scanning a QR code. The author independently published…