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01:20
2026-05-19
dev.to
artificial-intelligence

Every AI database answer needs a source trail

AI-generated database answers must include a source trail, as responses like "MRR is up 8%" are unreliable without knowing their origin. It emphasizes that errors often stem not from hallucinations bu…

01:19
2026-05-19
dev.to
artificial-intelligence

lysofdev-ailog: A git log for Why Your AI Agent Did What It Did

Ailog**, a file-based work log tool designed to capture and preserve the reasoning behind AI agents' coding decisions. It addresses the problem of stateless AI agents losing context across sessions, r…

00:57
2026-05-19
dev.to
artificial-intelligence

AI coding agents are growing up. Most workflows are not.

AI coding agents are evolving from simple autocomplete tools into long-running, autonomous systems that can execute complex developer workflows, such as reading files, running tests, and making multi-…

00:37
2026-05-19
dev.to
artificial-intelligence

Demystifying AI Agents with Turtle & Gemma

A project called Turtle-Gemma that combines a modern AI language model with the classic Logo programming turtle, allowing users to speak commands like "draw a red star" which the AI then converts into…

00:27
2026-05-19
dev.to
developer-tools

Build MCP Servers that don't suck...tokens.

First-generation MCP servers, which wrapped REST APIs for tools like Jira and GitHub, caused excessive token usage and context bloat. It introduces the "ultra-mcp-toolkit," which uses strategies like …

00:23
2026-05-19
dev.to
artificial-intelligence

13 Weeks before College, 13 Projects: My Summer Build Log

A recent high school graduate has committed to building and shipping one project per week during the 13 weeks before college starts. The student plans to leverage AI tools to make the building process…

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