A collection of 36 posts
How senior engineers wire Claude Skills and MCP servers together in 2026: SKILL.md format, the MCP 2025-11-25 spec, real integration patterns for code review, database access, and incident response.
How Cursor Composer, Claude Code, Codex CLI, and Gemini CLI compare on setup, agents, MCP, models, and pricing in 2026.
AGENTS.md, CLAUDE.md, .cursor/rules, SKILL.md, and Copilot instructions all do the same job differently. Here is the 2026 breakdown of format, frontmatter, monorepo handling, and which one to pick.
In a single month, xAI shipped a coding agent, a skills system, and a connectors layer. Here's how Grok Build 0.1, Grok Skills, and Platform Connectors fit together — and how the stack compares to Claude Code, Cursor, and Copilot Workspaces.
DeepWiki turns any public GitHub repo into an AI-generated wiki at deepwiki.com. The URL swap, Fast vs Deep Research, private repos via Devin, MCP for Cursor and Claude Code, vs GitHub and Cursor.
Honest 2026 review of the best free and paid GitHub Copilot alternatives after the June 1 token-billing change. Continue.dev, Cline, Codeium/Windsurf, Aider, Tabby, Cursor, Claude Code and more.
Codersera Notes is a free browser-based note taker with native Markdown shortcuts, a sticky formatting toolbar, strikethrough, and one-click public share links. Here is what it does, who it is for, and how it compares to Notion, Bear, Obsidian, and Apple Notes in 2026.
A practical guide to Wingman, Codersera's invisible AI copilot for Mac. What it is, who it's for, how it fits a real interview workflow, and the day-in-the-life of an engineer using it under pressure.
Clipy is Codersera's free browser-based screen recorder. No install, no signup, no watermark — just open a URL, hit record, and share the link. Here is the full story: what it does, who it is for, the privacy story, and how it compares to Loom, OBS, and QuickTime.
Cursor Composer 2 vs Claude Sonnet 4.6, with the disambiguation other comparisons skip — Composer is both a feature and a model. Benchmarks, pricing, decision tree, and real workflow patterns for May 2026.
Gemini CLI vs Claude Code in May 2026: open source vs proprietary, free 1,000 req/day vs $20/mo, SWE-bench scores, install, multimodal workflows, and a clear decision framework.
A neutral 2026 comparison of Claude Code and OpenAI Codex: SWE-bench scores, Terminal-Bench, real pricing, token efficiency, sandboxing, and a clear decision framework for engineering teams.
Claude Code's source is now public on GitHub. This guide covers what the OSS release actually means, every install method, project configuration, BYOK via LiteLLM, and power-user tips for MCP servers and GitHub Actions.
Most comparisons treat OpenClaw, LM Studio, and Ollama as rivals. They're not — they're three layers of a local AI developer stack. Here's how to choose and configure the right combination for your hardware and workflow in 2026.
A technical comparison of Void AI and Cursor covering privacy architecture, local model support, feature parity, pricing, and the development pause that changes Void's long-term outlook.
DeepWiki turns any GitHub repo into an AI-queryable wiki. These practical workflows and query patterns cut codebase onboarding from hours to minutes.
DeepWiki and traditional documentation answer different questions. Here's when to use AI-generated repo docs, when human-written docs win, and how to run both in a single workflow.
DeepWiki automatically generates wiki-style documentation for any GitHub repository using AI — here's how it works, when to use it, and its real limitations.
DeepSeek V4 is officially released. This article covers the real architecture (CSA+HCA, mHC, Muon), verified benchmarks for V4-Pro and V4-Flash, correct model specs, and exact API pricing to start using DeepSeek V4 today.
DeepWiki turns any GitHub repo into a structured, interactive wiki in seconds. This guide covers the URL trick, AI chat, Deep Research Mode, MCP server config, private repo support, and the open-source self-hosted alternative.
Discover the 10 essential tools every software developer must master in 2026. Boost productivity, security, collaboration, and AI-driven workflows with this ultimate dev stack guide.
Quick answer. Pick Cursor in 2026 — Cursor 3 with Composer 2.5 (May 18, 2026) hits 79.8 on SWE-bench Multilingual and 69.3 on Terminal-Bench 2.0, with active multi-agent UI and weekly updates. Void's development remains paused (last source change August 4, 2025); the v1.99
Java remains one of the most widely used programming languages, powering everything from enterprise applications to Android apps and cloud-based solutions. The availability of robust online IDEs (Integrated Development Environments) has revolutionized the way Java code is written, tested, and shared. This article provides a detailed, expert-level overview of the
Last updated April 2026 — refreshed for current Java versions, vendor pricing, and tool roster. If you want to write Java in a browser tab and have the editor finish your method names for you, the field has changed since 2024. Replit ran a major pricing overhaul in February 2026, JDoodle
Last updated April 2026 — refreshed for current JDK versions, mobile app releases, and tool availability. This guide ranks the online Java compilers that actually work on a phone in 2026 — not "technically renders" but real, useful coding on a 6-inch screen with a soft keyboard. Every tool below