Drop-in runtime middleware for AI agent pipelines that catches failures mid-run, cuts tokens, and improves reliability without changing agent code.
ReasonBlocks is a runtime layer that wraps existing AI agent frameworks (e.g., LangChain, Claude) to provide six capabilities: reasoning reuse (surfaces past solutions for similar problems), semantic file memory (recalls file meaning without re-reading), loop detection (catches doom loops mid-run), tool supervision (spots redundant fetches), context compression (folds older turns into summaries), and reasoning-aware context pruning. On SWE-Bench Pro benchmarks it delivered 52% token reduction and 42% accuracy lift with no changes to agent code or prompts. ReasonBlocks is a product of ReasonBlocks.
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