https://labs.peasantware.com/journal/Field notes on agent interoperability, memory, relational discovery and portable identity.en-ushttps://labs.peasantware.com/journal/ai-tool-catalog-walled-gardens/Why a provider’s partner catalog should not decide which useful tools your AI agents can reach.https://labs.peasantware.com/journal/ai-tool-catalog-walled-gardens/Wed, 28 Oct 2026 12:00:00 +0000https://labs.peasantware.com/journal/self-learning-ai-without-fine-tuning/Can an agent learn from yesterday’s mistake without changing its model weights?https://labs.peasantware.com/journal/self-learning-ai-without-fine-tuning/Wed, 28 Oct 2026 12:00:00 +0000https://labs.peasantware.com/journal/relational-discovery-false-patterns/A graph can discover intriguing relationships. It can also convince itself every fence post is a conspiracy.https://labs.peasantware.com/journal/relational-discovery-false-patterns/Wed, 28 Oct 2026 12:00:00 +0000https://labs.peasantware.com/journal/portable-agent-identity-permissions/If you switch pastures, why should your tools, settings, and hard-won lessons be left behind?https://labs.peasantware.com/journal/portable-agent-identity-permissions/Wed, 28 Oct 2026 12:00:00 +0000https://labs.peasantware.com/journal/ai-idea-review-swarms/An interesting thought in a chat is not a breakthrough. What if we built a disciplined path from conversation to experiment?https://labs.peasantware.com/journal/ai-idea-review-swarms/Wed, 28 Oct 2026 12:00:00 +0000