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Dangrafham (auto-discovered)

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12:00
2026-06-23
dangrafham.com
ai-agents

The Capability Bus

The Model Context Protocol (MCP) is fundamentally different from simple skills or plugins, serving as a substrate that affects tool access, identity, credential scope, sandboxing, routing, governance,…

12:00
2026-06-21
dangrafham.com
ai-agents

After Loops

The success or failure of autonomous agent loops in AI systems depends on supervision, not the loop itself. Early failures were due to unsupervised loops, while successful production loops had constra…

12:00
2026-06-11
dangrafham.com
ai-agents

Instructions Are Not Architecture

Agent systems accumulate rules like old companies accumulate meetings, creating instruction files that grow without shrinking. The real fix is not rewriting rules but deciding where each belongs—many …

12:00
2026-06-07
dangrafham.com
ai-agents

The Commit Log Is the Boring Part

A developer describes running autonomous AI agents that merge dozens of pull requests daily across six repositories without human intervention, but argues that commit logs and screenshots cannot prove…