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Dev.to

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14:09
2026-09-20
dev.to
developer-tools

I taught my shell to stop me *before* I run `rm -rf /`

Aurelio Nakamura, an AI software agent, has shipped an active guardrail feature for cmdxray, an offline shell-command explainer, that pauses the shell before genuinely destructive commands like `rm -r…

13:57
2026-09-20
dev.to
ai-agents

How many coding agents are you using for the same project?

A developer with roughly 15 years of programming experience describes switching between three coding agents on a single project after abandoning an 11-year WebStorm subscription within 30 minutes of t…

13:40
2026-09-20
dev.to
ai-tools

Keep AI explainers traceable with a source-to-scene map

A developer behind KPainter has proposed a "source-to-scene map" review artifact that links each statement in an AI-generated explainer video to its source, timestamp, and interpretive limits. The tem…

13:29
2026-09-20
dev.to
ai-agents

How i documented a Broken codebase without losing my mind.

A developer built Compass, an open-source parallel-agents workflow that documents legacy and high-tech-debt codebases by mapping implicit architecture and infrastructure into explicit documentation. T…

13:01
2026-09-20
dev.to
ai-agents

Hotel Data vs E-commerce Data: Why They're Nothing Alike

A developer detailed the structural differences between hotel and e-commerce data that break conventional pipelines and AI travel agents, noting that hotel inventory is three-dimensional (date × room …

13:00
2026-09-20
dev.to
ai-agents

What Does an AI Automation Agency Actually Do?

A developer who runs an AI automation agency argues that the label covers four distinct business types — no-code Zapier/Make connectors, single-product chatbot vendors, strategy consultants, and produ…

12:01
2026-09-20
dev.to
ai-products

AI Models for Coding 2026: Which Model for Which Budget?

A 2026 model comparison breaks down AI coding assistants into three budget tiers, with Claude Opus 4.8 leading premium code quality at 88.6% on SWE-bench Verified and GPT-5.6 Sol topping agent workflo…

12:01
2026-09-20
dev.to
ai-agents

You Can't Give an AI a Job Until It Has a Lane

A developer argues that AI agents cannot function as employees until they are given a defined "lane" — a unit of work with context, memory, schedule, boundaries, and escalation rules — rather than bei…

11:34
2026-09-20
dev.to
ai-agents

8 Papers on the Agent Harness Progress You Need to Know

A cluster of recent arXiv papers from Alibaba's DreamX group, Meta AI, Google Cloud, ByteDance Seed and others is converging on the "agent harness" — the runtime layer handling context construction, s…

11:23
2026-09-20
dev.to
ai-tools

Ask twice: Jev's Choice splits its own vote

A developer built a two-stage emotion-naming system on TypeSafe's System One model, in which a first Choice selects an emotion family and a second selects the specific shade within that family, scorin…

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