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Two years of building algorithmic trading strategies on QuantConnect's LEAN engine — what the cloud IDE gets right, where it breaks, and whether it's worth the

I tested Aider across 9 projects with 6 different LLMs over six weeks, spending $47.30 total in API costs. Here's why git-native pair programming is better than

Macchiato's Day 2 update lands a live token/cost sidebar, consumption dashboards, and keyboard shortcuts for jumping between Claude Code and OpenCode in one ter

A measured review of NVIDIA Warp, the open-source Python framework that compiles kernels to CUDA. How it compares to JAX and Taichi, and when to reach for it ov

Copilot Workspace moves AI coding from inline autocomplete to task-level planning and execution. A hands-on look at the spec-first workflow, repository awarenes

A close read of NVIDIA CUTLASS — the header-only CUDA template library behind a surprising amount of modern AI infrastructure. What it is, how its kernel hierar

Cursor extends VS Code with a model-aware architecture that goes beyond autocomplete. A detailed look at the tab model, inline editing, agent mode, and where th

Sourcegraph Cody indexes your entire codebase and uses that context for AI completions, chat, and code generation. I tested it on a 2.6-million-line monorepo to

Windsurf by Codeium is an AI-native IDE built from the ground up, not a VS Code fork. We tested its Cascade agent across TypeScript and Python projects to see w

Tabnine has been doing AI code completion since 2018, longer than almost anyone. After a major 2025-2026 revamp with a new chat interface, test generation, and

Lines of code and PR acceptance rates look like productivity signals but reward verbosity and rubber-stamping. Here is what engineering managers should track in

AI tools trained on GPL and copyleft code can reproduce it without attribution or license terms. Here is what the mechanism looks like, what is known, and what

Veles is an open-source MCP server in Rust that runs BM25 keyword search and semantic vector search together over a local index, giving Claude, Cursor, and othe

codex-mcp-code-review is an open-source MCP server that automates Codex's /review flow for uncommitted changes by spawning background Codex instances. Here is h

Conductor enters the cloud coding agent category alongside background agents from Cursor, GitHub, OpenAI, and Google. What changes when your AI coding agent run

OpenAI put its Codex coding agent inside the ChatGPT iOS and Android apps, so you can start tasks, review diffs, and manage agent runs from your phone. Here's w

GenCAD is a research project that generates editable parametric CAD models from images instead of meshes. A look at its architecture and what developers buildin

Claude Code Routines, a tool for automating repeatable coding workflows, drew 686 points on Hacker News. Here's what a 'routine' actually is, how it fits the ag

GitHub is scanning Model Context Protocol servers for prompt injection, malicious tools, and supply chain risks. Here is what the checks catch and what they mis

Code generation speed isn't where engineering teams lose time. Here's where AI tools like Cursor and Copilot actually compress cycle time, and the boring proces

Gruber's electricity analogy for AI, unpacked — why thin GPT wrappers keep dying, what survives the test, and where dev tools like Cursor actually fit in your s

We tested both AI coding assistants against a Next.js app, a Python CLI, and a Rust library migration. Cursor won on velocity. Here's the breakdown — and the on

A measured look at the backlash against AI coding assistants — what the METR study and cognitive offloading research show about when hand-coding actually produc

OpenAI's Codex Chrome extension puts its coding agent inside your browser tab. We tested the workflow patterns that pay off, the limits worth knowing, and how i