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agent loops

3 articles · Page 1 of 1
DataFunTalk
DataFunTalk
Jul 11, 2026 · Artificial Intelligence

Ending the AI Coding Loop: Applying Control Theory for Safe Incremental Automation

The article critiques blind AI coding loops that generate massive, unreviewed PRs and proposes a control‑theory‑based framework—using sensors, controllers, and actuators—to make AI‑assisted code changes incremental, measurable, and safely integrated into real‑world engineering workflows.

AI codingControl TheoryEffect-TS
0 likes · 13 min read
Ending the AI Coding Loop: Applying Control Theory for Safe Incremental Automation
AI Engineering
AI Engineering
Jun 14, 2026 · Artificial Intelligence

From Prompt Engineer to Loop Engineer: How Anthropic’s New Workflow Operates

The article explains how Anthropic’s engineers have replaced manual prompt writing with automated "loop" workflows using Claude Code and Codex, detailing the required conditions, core modules, practical examples, and common pitfalls for building effective AI‑driven code loops.

AI automationClaude CodeLoop engineering
0 likes · 15 min read
From Prompt Engineer to Loop Engineer: How Anthropic’s New Workflow Operates
Design Hub
Design Hub
Jun 10, 2026 · Artificial Intelligence

Why Prompting Isn’t Enough: Designing Loops with Claude Fable 5

Lance Martin explains that the next stage of agent engineering shifts focus from clever prompts to designing self‑correction loops and cross‑session memory, using Claude Fable 5’s parameter‑golf experiment and continual‑learning benchmarks to show how robust loops turn powerful models into trustworthy work systems.

AIClaude Fable 5Parameter Golf
0 likes · 17 min read
Why Prompting Isn’t Enough: Designing Loops with Claude Fable 5