agentic-coding

A collection of 62 posts

What Developers Are Actually Using Karpathy's autoresearch Loop For: A Use Case Catalog

Two weeks ago we covered how Karpathy's autoresearch loop works and how it became a Claude Code skill. What we didn't know yet was the full range of things developers would point it at. The answer turned out to be: everything with a number. Here'

28 Mar 2026 7 min read

agentic-coding Featured

Karpathy's autoresearch Is a Skill: How a 42,000-Star Repo Became a Claude Code Loop for Any Codebase

On March 7, 2026, Andrej Karpathy pushed a repo to GitHub with a README that opens like this: One day, frontier AI research used to be done by meat computers in between eating, sleeping, having other fun, and synchronizing once in a while using sound wave interconnect in the ritual

28 Mar 2026 5 min read

agentic-coding Featured

TDAD: Two Papers, One Acronym, and the Real State of Test-Driven Development with AI Coding Agents

There's a naming collision worth knowing about. In March 2026, two independent research groups published papers under the same acronym — TDAD — and both are genuinely interesting for different reasons. Together, they represent the state of the art on what it actually means to practice test-driven development with AI

28 Mar 2026 6 min read

agentic-coding Featured

The MCP Servers and Agent Skills That Developers Actually Use With Claude Code and Codex

If you've been running Claude Code or Codex CLI for more than a few sessions, you've probably hit the ceiling of what a raw agent can do. It hallucinates library APIs that changed six months ago. It can't see your live app. It doesn&

28 Mar 2026 7 min read

agentic-coding

Context Engineering for Coding Agents (Martin Fowler)

Context engineering for coding agents is easier to describe in theory than to implement in practice. This hands-on guide from a Thoughtworks consultant cuts through the abstraction, using Claude Code as the reference implementation to show exactly which configuration levers exist, what they do, and when to reach for them.

23 Mar 2026 1 min read

agentic-coding

2026 Agentic Coding Trends — Technical Implementation Guide

Anthropic's 2026 Agentic Coding Trends Report described eight major shifts reshaping software engineering. What it didn't provide was a blueprint for actually building them. This post from the HuggingFace community fills that gap — taking each trend and translating it into concrete architecture decisions, config patterns, and

23 Mar 2026 1 min read

agentic-coding

Under the Hood: Security Architecture of GitHub Agentic Workflows

Running an AI agent on a developer laptop is one problem. Running one inside a CI/CD pipeline — where it consumes untrusted inputs from issues and pull requests, reasons over repository state, and makes consequential decisions without a human watching in real time — is a fundamentally different threat model. GitHub&

23 Mar 2026 1 min read

agentic-coding

Harness Engineering: Leveraging Codex in an Agent-First World

OpenAI's Harness team set out to answer a pointed question: what does it actually look like to ship a real production product without writing a single line of code manually? Over five months, three engineers merged roughly 1,500 pull requests — averaging 3.5 PRs per engineer per

23 Mar 2026 1 min read

agentic-coding

Effective Context Engineering for AI Agents

Anthropic's engineering team has published a foundational piece arguing that the central skill for building reliable AI agents isn't prompt engineering — it's context engineering. The distinction matters: where prompt engineering asks "what words do I write?", context engineering asks "what is

23 Mar 2026 1 min read

agentic-coding

SWE-Bench Leaderboard March 2026: Claude Opus 4.5 Hits 80.9%, Open-Weight Model Cracks 80%

The March 2026 SWE-Bench Verified leaderboard tells a clear story: the 80% threshold that seemed distant a year ago is now being crossed simultaneously by multiple model families. Claude Opus 4.5 leads at 80.9%, up from roughly 65% twelve months prior. Gemini 3.1 Pro surged to 80.

22 Mar 2026 1 min read

agentic-coding

Transmute Framework: A Claude Code Plugin That Runs 7 Agent Teams Through 25 Autonomous Stages to Ship a Real Product from a Business Plan

A developer named Almir Mujkic posted something to r/ClaudeAI that's worth paying attention to: a Claude Code plugin called Transmute Framework that takes a Markdown business plan and autonomously ships a deployed, tested application from it. Triggered with a single slash command — /transmute:cast — the pipeline runs

22 Mar 2026 1 min read

agentic-coding

SWE-CI: The First Benchmark Designed to Test Whether AI Agents Can Maintain a Codebase Long-Term

The dominant way to evaluate AI coding agents — give them a bug, see if they fix it — has always felt like grading a developer on a single take-home assignment. SWE-CI is a new benchmark that throws that paradigm out and replaces it with something far more representative of how software

22 Mar 2026 1 min read

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