vibe-coding

A collection of 86 posts

Google AI Studio 2.0: Full-Stack Vibe Coding with Firebase Integration Ships

Google AI Studio has quietly grown up. The platform that developers have long used as a quick prototyping sandbox for Gemini API experiments has shipped version 2.0 with a feature set that puts it squarely in competition with Bolt, Lovable, and other full-stack "vibe coding" tools. Powered

25 Mar 2026 1 min read

vibe-coding

When RPA Reaches Its Limits: Designing Self-Correcting Agentic AI in Production Systems

Every team that has scaled a deterministic RPA workflow has eventually hit the same wall: the rule engine works beautifully until the edge cases multiply and the brittle scripts start breaking faster than you can patch them. An enterprise automation architect has documented exactly what happens next — and more importantly,

25 Mar 2026 1 min read

vibe-coding

The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration

A comprehensive new survey traces the full arc of how LLM agents have learned to use tools — from early experiments asking "did the model pick the right function?" all the way to today's multi-agent systems orchestrating parallel tool calls across long, stateful trajectories. The paper establishes

25 Mar 2026 1 min read

vibe-coding

Code Review Agent Benchmark (c-CRAB): Current Agents Solve Only 40% of Real PR Reviews

A new benchmark from researchers at the National University of Singapore is putting AI code review agents to the test — and the results are humbling. c-CRAB (Code Review Agent Benchmark) is the first evaluation framework designed specifically to measure how well agents review pull requests, as opposed to writing code.

25 Mar 2026 1 min read

vibe-coding

Everything Anthropic Teaches Its Claude Certified Architects (Full Production Guide)

Anthropic runs a gated Certified Architect program for its partners — a curriculum covering the complete Claude production stack, from agentic loops and multi-agent orchestration to Agent SDK internals, Claude Code configuration, structured extraction, and MCP integration. Access normally requires being an Anthropic partner. Linas's newsletter, which reaches 370,

24 Mar 2026 1 min read

vibe-coding

Agentic Engineering Patterns: New Chapter on Git Workflows for Coding Agents

Simon Willison has been building out one of the most practical public references on agentic engineering, and the latest addition to his guide covers something that most coding agent workflows treat as an afterthought: Git. The new chapter makes a compelling case that version control isn't just a

24 Mar 2026 1 min read

vibe-coding

LLM-Powered Workflow Optimization: From 5 Hours to 7 Minutes at Volvo

The most compelling evidence for LLM-powered workflow automation often comes from the least likely places. A new engineering paper from Volvo Group documents what happened when a multidisciplinary automotive software team replaced manual coordination steps with LLM agents — not through a big-bang rewrite, but through a graph-based approach that mapped

24 Mar 2026 1 min read

vibe-coding

DAIRA: Dynamic Analysis Enhances Issue Resolution in Coding Agents

Debugging is the place where coding agents most visibly break down. The typical agent loop — read code, guess a fix, run tests, repeat — compounds tokens and time on complex bugs because the agent is reasoning about what the code should do rather than what it actually does at runtime. A

24 Mar 2026 1 min read

vibe-coding

Top AI Coding Assistants Fail One in Four Tasks — Study Reveals the Hype Gap

A new study from the University of Waterloo has put some hard numbers on what many developers have quietly suspected: even the most capable AI coding assistants fail roughly one in four tasks when those tasks demand structured outputs. The research analyzed leading tools including GitHub Copilot and Cursor across

22 Mar 2026 1 min read

vibe-coding

TDAD: Test-Driven Agentic Development — Reducing Code Regressions by 70%

Researchers have published a new tool called TDAD — Test-Driven Agentic Development — that takes a fundamentally different approach to keeping AI coding agents from breaking things they weren't supposed to touch. Instead of giving agents procedural instructions about how to test, TDAD builds a dependency graph that maps the

22 Mar 2026 1 min read

vibe-coding

How to Vibe Code Without Burning Your Context Window: A Cross-Tool Setup Guide for Claude Code, Codex, Cursor, and Antigravity

If you've spent any time with AI coding tools, you've likely noticed the quality drop that happens somewhere in the middle of a long session — responses get vaguer, suggestions drift further from your actual codebase, and the AI seems to "forget" conventions you established

22 Mar 2026 1 min read

vibe-coding

Beyond Vibe Coding: The Five Building Blocks of AI-Native Engineering

Thoughtworks engineers have published one of the more rigorous critiques of vibe coding to date — not to dismiss it, but to describe what needs to be added before it's ready for production. Their argument is that "chat-oriented programming," the conversational back-and-forth with AI tools that defines

22 Mar 2026 1 min read

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