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// 2h agoTUTORIAL
AGI House to Host Long-Horizon Agents Build Day
AGI House and Coframe are hosting a one-day sprint focused on agents that can plan, remember context, use tools, recover from failures, and stay coherent across extended tasks. The pre-event memo gives builders practical project ideas to prototype before the August 22 event.
// ANALYSIS
Long-horizon reliability is shifting from a model capability problem to a systems-engineering challenge.
- –Persistent memory and context management become essential as tasks stretch from minutes to hours
- –Tool-use failures and recovery loops matter more than polished first attempts
- –Evaluation must measure progress, adaptation, and sustained task completion—not just final answers
- –One-day prototypes can expose the hardest production issues: drift, runaway costs, weak verification, and brittle planning
- –The event’s project-first format should produce more useful insights than another demo focused only on short agent loops
// TAGS
long-horizon-agents-build-dayagentagent-memorytool-useevaluationcontext-engineeringcoding-agent
DISCOVERED
2h ago
2026-08-21
PUBLISHED
3h ago
2026-08-21
RELEVANCE
8/ 10
AUTHOR
agihouse_org