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From Coding Assistant to Engineering Partner: AI Agents Across the Development Lifecycle

✍️ About this article The idea, perspective, and original draft are my own. I used AI assistance to review and polish the wording, check that the content is original and properly referenced, and creat

2 manju.dev

Hiroyuki NakahataAug 16 · 18 min read

Uncharted Waters: Thirteen Rules for Not Trusting an AI's Proofs

TL;DR I want to hand an AI agent a multi-day job and have it run to completion. This post collects the rules for that — thirteen of them. Never let the loop rewrite its own spec. Enumerate up front w

1 blog.iroha1203.dev

Shittu Olumide AyodejiJul 27 · 18 min read

Everything to Know About Loop Engineering

A developer named Jarred Sumner spent less than two weeks watching Claude Code turn a million lines of the Bun runtime from Zig into Rust. He didn’t sit there typing prompt after prompt for fourteen s

shittuolumide.hashnode.dev

DevcompassJul 21 · 14 min read

Loop Engineering vs. Graph Engineering - Part 1

The debate that took over AI builder Twitter in July 2026, and what's real underneath it. Read Part 2 of the series here: https://www.devcompass.ai/blog/loop-engineering-vs-graph-engineering-part-2-bu

devcompass.ai

Abirbhab DasguptaJul 13 · 5 min read

Loop Engineering vs. Prompt Engineering: Is This Actually a New Skill?

Long before anyone called it "loop engineering," developers working heavily with coding agents had already converged on the same workaround: a plain text file where every mistake the agent made got wr

abirbhabdasgupta.hashnode.dev

Siddharth ChaudharyJun 28 · 9 min read

Stop Prompting Your Agent. Write the Loop That Prompts It

Sometime in the second week of June 2026, Boris Cherny, who runs Claude Code at Anthropic, said something that got passed around enough times to lodge in my head: "I don't prompt Claude anymore. I ha

2 blog.siddharthchaudhary.com.np

Himakara PierisJun 26 · 6 min read

When Is a Loop Ready to Run Without You?

Boris Cherny at Anthropic said something that landed hard: "I don't prompt Claude anymore. I have loops running. They're the ones prompting Claude and figuring out what to do." The term loop engineeri

himakara.hashnode.dev

Anish RatnawatJun 20 · 6 min read

Loop Engineering: Building Self-Improving Software Systems

Overview For decades, software engineering has largely followed a linear model: Design → Build → Test → Deploy → Monitor Once deployed, engineers collect telemetry, identify issues, and manually impro

anishratnawat.com

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