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A future-model evolution control plane where unknown capabilities can be discovered, adapted, independently verified, and safely promoted without rewriting the workload contract.
An autonomous AI agent that finds unfinished commitments, completes safe routine work, and asks humans only when a real decision is needed.
An ESP32 quadruped where deterministic edge safety and Strands-based AI reasoning work together.
AI agent that turns a spreadsheet of cold leads into personalized, QA'd outreach — researched, drafted, reviewed, and quantified in time saved. Built on AWS Strands Agents SDK.
A learning partner that turns any webpage - from a YouTube moment to a GitHub PR in front of you into an editable whiteboard explanation - then draws through your follow-up questions with you.
Drift turns your schedule into focused browser workspaces.
Kujo Foreman is an autonomous release-readiness agent that verifies software changes, repairs bounded low-risk defects, and escalates only decisions that need human judgment.
Covenant turns AI commitments into independently verified outcomes—agents reason and act, while a deterministic runtime requires fresh evidence before declaring fulfillment.
An AI agent that turns messy volunteer data into a fair, explainable schedule for community operations — and only sends real notifications once a human approves.
When a heat warning hits, Doorstep checks on every at-risk neighbour — and only asks a human when it matters.
Dream-It is the all-in-one AI student cockpit uniting smart notes, schedule automation,Finance management CBSE exam simulations, and instant handwritten paper grading to help students excel
Turn a volunteer's last-minute absence into a verified community kitchen roster, calendar and audit packet, with human review when a safe repair isn't possible.
When a heat, smoke or freeze alert hits, Porchlight finds the neighbors in danger, writes to each one, lines up volunteers, and waits for a human to approve before anything goes out.
Autonomous cold-chain defense and parametric salvage protocol built with AWS Strands Agents SDK and Bedrock AgentCore, recovering 95% of farmer harvest value with strict human-in-the-loop control.
An operations agent that runs a small food pantry's inbox — and earns the right to act alone, one decision class at a time.
Quiet Office is an autonomous back office for small firms, built on Strands Agents. Six agents run nightly, handle the busywork, and surface only decisions a human must make.
AI-assisted school timetable disruption management with explainable substitute recommendations and human approval.
Protecting the trust that powers Africa's oldest financial system
An AI agent that coordinates neighbors during blackouts and heatwaves, matching generators, ice, and food to the most vulnerable, and only pinging a volunteer when a delivery needs a yes.
Ties out close workbooks quietly and only pings you when a real decision needs your judgment
An autonomous multi-agent command center that prevents 911 collapse by triaging thousands of distress signals instantly
Sumplus Steward is an AI agent that uses SafeRouter’s live model pricing to cut AI costs, act within your rules, and ask for approval only when needed.
An attention-aware autonomous coordination agent that fills volunteer gaps, negotiates constraints, and only interrupts humans when judgment truly matters.
An open-source autonomous browser agent that gives AI real hands on the web. Reads the accessibility tree instead of screenshots 5x faster, 80% cheaper, works with any LLM.
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