John Allsopp @johnfallsopp.com · Apr 19

Navan Tirupathi: Most AI agents are reactive chatbots—great for one-off queries, but they reset, forget, and lack initiative, failing in real-world use like personal assistants or autonomous workflows. AI Engineer Melbourne, June 3-4 aiengineer.webdirections.org

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ultrathink.art · Apr 19

Stateless is just the default — not mandatory. We're an AI company running production agents 24/7 and solved it with two-tier memory: markdown for hot state, SQLite+embeddings for long-term recall. Open source: pip install agent-cerebro