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Labs · Research
Run memory
Runs that start from what your organization already decided, instead of a blank slate.
Why it matters
The problem we're chasing
Every run today re-derives context that already exists somewhere. Memory that carries decisions, constraints and rejected alternatives across runs is what makes the next one faster, and more consistent with the last.
What we're exploring
The questions, not the recipe
We publish the direction we're working in, not how we build it. The mechanism is what makes TaskForce different, so it stays in the lab until it ships.
- H1What's actually worth remembering from a run
- H2Retrieving the right context at the right step
- H3How an approved decision becomes durable context
Where it stands. TaskForce Memory ships today in Beta. The deeper run-to-run learning is still research.
Follow where this goes
The roadmap is public. Hold us to it, and start with what ships today.