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07:08
2026-06-04
dev.to
ai-infrastructure

His AI Said 'Swap the PSU.' He Said 'One More Test.'

A homelab engineer known as Marco spent weeks debugging an RTX 3090 that hard-reset his entire machine every time it ran inference, leaving no logs behind. The GPU crash, triggered by a routine NVIDIA…

07:08
2026-06-04
dev.to
artificial-intelligence

How AI Is Quietly Changing the Way Pakistanis Think About Taxes

A developer has built an AI-powered tax assistant for Pakistan's freelancers and salaried employees, addressing the country's 9-10% tax-to-GDP ratio by simplifying the complex Income Tax Ordinance 200…

07:07
2026-06-04
dev.to
ai-agents

How I made AI agents safe to run on real infrastructure

A developer built Cmdop, an agent-to-infrastructure platform that runs LLM agents on live systems, and solved the reliability problem by implementing a verification loop that scores every tool call be…

07:06
2026-06-04
dev.to
generative-ai

A studio inside a tensor

An engineer describes a shift in creative practice, where a "studio" has moved from a physical room with north light and oil paints to a directory of model seeds and weights. The developer argues that…

07:05
2026-06-04
dev.to
natural-language-processing

Where 'Foo' and 'Bar' Came From: A History of Placeholder Names

The placeholder names `foo` and `bar`, known as metasyntactic variables, originated from early-20th-century comics and WWII-era military slang, not from computer science. Their exact etymology is cont…

07:02
2026-06-04
dev.to
large-language-models

Vibe coding gets you the prototype. Then what?

A developer warns that LLM-generated code accumulates technical debt at an unprecedented rate, as the tools optimize for immediate problems without maintaining a mental model of the full codebase arch…

06:36
2026-06-04
dev.to
ai-agents

I'm building the trust layer between humans and AI agents

A developer built a local dashboard that reveals token usage and costs for Claude Code, addressing the lack of visibility into AI agent actions. The tool reads JSONL data from `~/.claude/projects/` wi…

06:04
2026-06-04
dev.to
ai-products

Crawaler: Finishing My AI-Powered Price Comparison Platform

A developer has launched Crawaler, an open-source, AI-powered price comparison platform for Pakistani e-commerce. The tool searches products across Daraz and Telemart, groups identical items, and disp…

05:52
2026-06-04
dev.to
ai-agents

Agent Skills in Microsoft Agent Framework

The Microsoft Agent Framework has added skills support in beta, built around progressive disclosure that allows agents to load domain expertise on demand rather than including all capabilities in the …

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