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An evidence-first agent that helps social-service case managers review corrected benefit notices and reopen only cases that need human attention.
Agentic Visual Digital Twin for Active Inspection
Agentic road-safety vision that turns ordinary video into actionable hazard intelligence using OpenCV 5 and AWS.
A maintenance agent that progresses routine issues within defined authority — and brings the landlord back in when human judgment is needed.
Monitor the plan, not the person. If an expected moment passes unresolved, someone notices.
An AI agent that manages your entire recruiting pipeline through conversation in Slack — job postings, resume screening, interview scheduling, and ATS sync
An AI chief of staff for small-business owners that handles post-purchase operations, lifecycle work, exceptions, and founder decisions with Strands Agents.
The agent behind the library help desk for official letters people can't read. It checks every date and amount against the page, and on a folded photo it left out the 7 facts it couldn't find.
One person sees one incident. Porchlight sees the campaign.
Every permit system gates on the present; MAINLINE gates on ancestry — the database refuses the merge until someone signs against the incident that wrote the rule.
The agent memory you can trust when things are on fire: durable through the very outage it's fixing, and un-poisonable by the logs it reads.
An on-call agent that can't lie to itself. Its memory and its actions commit in the same transaction, or neither happens.
A crew is told an address is tier 1. They are never told why. VIGIL reconciles who depends on power to stay alive across four broken registries, the tier travels, the reason stays home.
Durable shared memory for AI coding agents on CockroachDB, with provable forgetting: erase one client and get a signed certificate anyone can verify against the live cluster.
Incident-response agents that prevent outage. The playbooks live in CockroachDB and evolve– competing by Thompson sampling, mutating from their own failure, promoted or retired by Darwinian selection.
OncoTwin MemoryMesh converts CockroachDB into the persistent memory and coordination layer for a research-only cancer evolution digital twin
An AI diary that remembers your past, detects recurring life patterns, and proactively suggests actions based on what worked before.
When one agent's commit invalidates another's plan, INTERLOCK finds which steps actually died and redoes only those. Semantic concurrency control for parallel agents, built on CockroachDB.
Auditable memory for long-running shows: continuity, contradiction, and house-style review backed by CockroachDB and AWS.
Judge the decision, not the hindsight. HindSight reconstructs what an AI agent could know at decision time, so a wrong outcome stops automatically meaning a faulty agent.
School Community Memory turns schoolwork into Telegram practice, remembers what each learner tried, and connects families to evidence, human decisions and the next useful step.
Most records disappear because nobody writes the few hundred people who'd play them. Spindle does it every night
An agentic AWS SRE assistant that remembers operational experience. It uses CockroachDB vector search to recall past incidents and resolve new ones faster — learning from every fix it makes.
Shogi, but some of the pieces are wrong. Archers shoot without moving, spiders drag you in, hornets sting from range. 50 strange pieces, reshuffled every match.
