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01:12
2026-08-28
dev.to
ai-agents

I was solving agent portability at the wrong boundary

A developer has detailed a new approach to agent portability that avoids centralizing methodology behind MCP, instead decomposing shared behavior into scopes such as always-on policy, shared tools, re…

01:00
2026-08-28
dev.to
developer-tools

GitHub Trending Digest — 28 Agustus 2026

GitHub's trending repositories this week highlight a shift toward more autonomous and lightweight AI agents, with projects like DeepSeek Harness, Ponytail, Colibri, Grok-Build, and Unlimited-OCR gaini…

23:43
2026-08-27
dev.to
ai-products

Built a free music studio that runs in your browser

Cloudfom, an independent software company, has launched AudioLab Studio, a free browser-based music studio that combines a professional digital audio workstation with AI-assisted features. The product…

23:19
2026-08-27
dev.to
artificial-intelligence

How Should AI Agents Discover Each Other?

A developer explores the challenge of AI agent discovery, arguing that it differs from traditional web search because agents need structured, decision-ready information about capabilities, reputation,…

23:19
2026-08-27
dev.to
developer-tools

Building an honest scanner for the agentic web

A developer built an honest scanner for the agentic web, organized as a Lumar custom metric container with 30 technologies across six categories. The tool distinguishes between genuine defects and non…

23:00
2026-08-27
dev.to
large-language-models

Context Windows: The Model's Working Memory

A developer explains that a language model's context window acts as its working memory, limiting how many tokens it can process at once. The post details how the key-value cache enables efficient gene…

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