Tag: #ai-coding
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 16 posts
pgrust: Postgres Rewritten in Rust, Passing 100% of the Regression Tests — What That Actually Means
Malcolm Matis (malisper) released pgrust, a rewrite of Postgres in Rust. It targets Postgres 18.3 compatibility, passes more than 46,000 regression queries, and boots from an existing 18.3 data directory. This piece is a
2026-07-11 · 6 min read #postgresql#rust#pgrust#database#regression-testsSeparating Signal from Noise When You Evaluate AI Coding Models — Why SWE-bench Got Shaky
OpenAI's evals team argues that SWE-bench Verified, the most widely used coding benchmark, no longer gives meaningful signal because of contamination and design flaws. Look at benchmarks through two axes — signal (the po
2026-07-11 · 6 min read #llm-evaluation#coding-benchmarks#swe-bench#benchmarks#ai-codingAI Coding Assistants 2026 — Cursor / Windsurf / Cline / Aider / Claude Code / Codex CLI / Copilot Workspace Deep Dive
The AI coding market evolved from autocomplete to agents in four short years. Cursor raised a Series B at a $9B valuation. Codeiums Windsurf was acquired by OpenAI in April 2025 for ~$3B. Open-source agents like Cline to
2026-05-16 · 28 min read #ai-coding#cursor#windsurf#cline#aiderAI Coding Assistants 2026 Deep-Dive — Cursor, Windsurf, GitHub Copilot, Continue, Aider, Cody, Cline, Devin, Claude Code, plus Replit Agent, v0, Bolt
The 2026 AI coding tool market is fragmented. Cursor leads the IDE side, Claude Code owns the terminal, Devin proves autonomous agents are possible (with caveats), and Replit Agent / v0 / Lovable democratize full-stack g
2026-05-16 · 10 min read #ai-coding#cursor#windsurf#github-copilot#continueEditor Wars 2026 — VS Code, Cursor, Zed, Neovim, Helix, Sublime, JetBrains, and Claude Code
The 2026 code-editor landscape. VS Code is still dominant, but Cursor as an AI-first fork is reshaping the market, Zed renders on the GPU, and Neovim/Helix have made modal editing relevant again. Meanwhile Claude Code re
2026-05-14 · 20 min read #editor#ide#vscode#cursor#zedAI Coding Assistant Limitations 2026 — An Honest but Fair Take on What Doesn't Work
AI coding assistants are powerful. But the shape of that power is not uniform. Deep bug debugging, large-codebase architecture, subtle performance regressions, concurrency correctness, genuinely new tech, multi-repo chan
2026-05-14 · 21 min read #ai-coding#ai-limitations#honest-take#ai-engineering#claude-codeAI Coding Workflow Best Practices in 2026 — CLAUDE.md, AGENTS.md, .cursorrules, Skills, Subagents, MCP Deep Dive
The standards AI coding tools are converging on in 2026 — CLAUDE.md, AGENTS.md, .cursorrules, .github/copilot-instructions.md, plus Claude Code Skills, subagents, hooks, MCP, and permission modes. What goes in each file,
2026-05-14 · 20 min read #ai-coding#claude-md#agents-md#cursorrules#claude-codeAI CLI Coding Tools Shootout 2026 — Claude Code, Junie, Cline, Aider, Codex CLI, Cursor CLI, Continue.dev
The real battlefield in 2026 isn't the IDE panel — it's the terminal. We dissect seven terminal-native CLI harnesses that share the same models but behave completely differently: Claude Code, JetBrains Junie CLI, Cline,
2026-05-14 · 24 min read #ai-coding#claude-code#junie#cline#aiderCursor Practical Guide: Turning Background Agent, Memories, Bugbot, and Worktrees into Team Habits
A practical guide to adopting Cursor in day-to-day developer workflows, with clear guidance on Background Agent, Memories, Bugbot, worktrees, and rollout habits that teams can actually keep.
2026-04-12 · 4 min read #cursor#background-agent#bugbot#memories#worktreeClaude Code Complete Guide: Subagents, Hooks, Agent SDK — Everything About Agentic Coding
Anthropic Claude Code — an agentic coding tool that reads your codebase, edits files, and runs commands from the terminal. Complete guide to subagent parallelism, hook automation, Agent SDK for custom agents, and MCP ser
2026-03-22 · 23 min read #claude-code#anthropic#agentic-coding#agent-sdk#mcpCursor AI 2025 Complete Guide: From Composer 2.0 to .cursorrules — The New Standard in AI Coding
Cursor 2.0 Composer model (4x faster agent), pricing shift to $20 credit-based, .cursorrules strategy, pros/cons vs VS Code — complete guide to mastering the new AI coding IDE standard.
2026-03-22 · 22 min read #cursor#ai-ide#composer#vibe-coding#copilotVibe Coding: The New Paradigm of AI-Assisted Development — Potential and Pitfalls
A deep dive into Andrej Karpathy's vibe coding concept from 2025. Is it a genuine revolution, or a technical debt machine? An honest look based on real experience.
2026-03-18 · 7 min read #vibe-coding#ai-coding#cursor#github-copilot#ai-developmentAGENT.md, CLAUDE.md & Skills Complete Guide: Mastering AI Coding Assistants
Complete guide to CLAUDE.md and AGENT.md differences, Skills file templates, AI coding assistant prompting strategies, and project-specific configuration for maximum productivity.
2026-03-17 · 21 min read #claude-md#agent-md#skills#ai-coding#vibe-codingGoogle Antigravity Complete Analysis: How the Agent-First IDE is Reshaping the Future of Software Development
An in-depth analysis of Google Antigravity, the Agent-First IDE announced alongside Gemini 3, covering its architecture, Agent Manager, Skills system, benchmark performance, security issues, and comparisons with Cursor a
2026-03-01 · 24 min read #antigravity#google#agentic-ide#gemini-3#ai-codingClaude Code Complete Guide: How to Revolutionize Development Productivity with Anthropic's AI Coding Agent
A complete guide to Anthropic's official CLI tool Claude Code — from installation to core commands, slash commands, MCP server integration, multi-agent architecture, IDE integration, CLAUDE.md usage, and custom hooks — a
2026-03-01 · 35 min read #claude-code#anthropic#ai-coding#cli#ai-agentOpenAI Codex Complete Analysis: From the Birth of AI Code Generation to the Evolution of Cloud Coding Agents
A complete analysis of OpenAI Codex covering the history of AI code generation and the evolution toward cloud-based coding agents.
2026-03-01 · 32 min read #codex#openai#code-generation#github-copilot#ai-coding