agents-for-humans

Multilingual, accessibility-first Strands agent for evidence-backed Hebrew notice explanations and human-approved next steps.

The grant agent that tells a small nonprofit what not to apply for. AWS x Devpost Agents for Humans - Good Neighbor track.

A background agent that watches university degree rules and speaks up only when silence would cost you something irreversible. Built with Strands Agents SDK on Amazon Bedrock AgentCore Runtime.

AWS Agents for Humans (Professional track): Strands Agents SDK multi-profile agent for medtech regulatory monitoring, submission readiness, and clinic compliance.

Teach the agent once; it safely handles the next hundred decisions. A Strands agent turns one approved human decision into a replay-tested, human-activated policy, and escalates everything outside it.

An autonomous multi-agent system that coordinates care for aging parents — medication refills, appointments, deliveries, and family alerts.

Evidence-first grant reporting for small nonprofits, built with Strands Agents SDK and AWS.

When a volunteer cancels, Relay closes the coverage gap and asks the coordinator only when a real decision is needed. Built with Strands Agents.

Postscript: a background agent for estate executors. Strands Agents SDK + Bedrock AgentCore + Cedar. It does the paperwork of death and interrupts the grieving executor exactly nine times in eight weeks.

The first hour after a UPI scam, handled. A background agent for Indian households on Strands Agents. Never moves money.

Photograph the medicine boxes in a drawer. VitaCabinet finds the duplicates, the live recalls and the drugs nobody has confirmed in months. Built with the Strands Agents SDK on Amazon Bedrock.

SchoolSift: every school email, turned into the next right action. Strands agent on Amazon Bedrock AgentCore that turns Gmail/Outlook school mail into approved replies, calendar events, and forms.

The agent that tells small UK charities when NOT to apply for funding. Strands Agents + Amazon Bedrock.

A background agent that works out which UK tax obligations actually apply to you, traces every conclusion back to gov.uk, and stays silent unless a human is genuinely needed. Built with the Strands Agents SDK.

Everyday agent (Strands Agents SDK) that watches recurring payments and surfaces only renewals needing a decision. Fully local LLM. Every action is a human-approved proposal.

A low-interruption group coordination agent built with Strands: source-grounded commitments, earned autonomy, minimum-quorum routing, and a hard interrupt budget.

Phones every at-risk neighbour when a heat warning hits, and asks a human only when it matters. Built with Strands Agents on Amazon Bedrock AgentCore.

Family Loop — phones enforce, agents remind, compare, and ask. Everyday Agents entry for AWS Agents for Humans.

Someone notices. ICO monitors expected moments, not people, using governed AWS agents with Amazon Bedrock AgentCore and AWS-native Nova 2 Lite.

First-response agent for fraud victims — plain-language story in, deterministic evidence extraction, drafted IC3 complaint + exchange freeze letter + action plan out. Strands Agents SDK; the model never touches a number. AWS Agents for Humans hackathon.