Skip to content

Devpost · Google · 2026-08-04 to 2026-08-31

All Things Agentic Hackathon

Public gallery: every submissionEvent page ↗

Projects
1,827
Winners
16
With repo
1%
Registered
12,259
Prizes
$180,000

Winners

The Fortified Enterprise Fleet

EIR: Healthcare Agent Fleet

EIR is a secure hospital agent fleet that coordinates patient access, recovery, scheduling and supply workflows, with persistent memory, managed guardrails and human approval for critical actions.

healthagents

Yulian Bedoya, Juan Quintero, Marycielo Berrio +1

The Taskmaster

Latch

Gemini evolves verified observers on five FPGAs for instruments producing up to 6.5 Tb/s. Blind tests matched three spacecraft; Latch also preserved a Fermi event NASA’s systems missed.

sciencerobotics/hardware
The Collaborative Partner

UpRabbit

Collaborative Knowledge Building with Agents.A learning session with someone asking guiding questions, watching your misconceptions, uncovering unknown unknowns, and visualizing connections

educationagents
Individual/Hobbyist (Best Team/Solo Build)

Warrant

A maintenance record is an unverified claim by the person being measured. Warrant makes it evidence — proof taken at the machine, as a gate, under the system you already run.

repair/tradesvision
Best Architectural Design

Leadsy

We are an autonomous premium content engine for Indian SMBs who can't afford Ad agencies. We take in a single business/shop url and produce a complete content kit in less than 15 mins.

agentsvision
Best Multimodal UX

Overturn

Seven agents that appeal wrongful insurance denials on their own: they cite the payer's own policy, verify every citation before a human sees it, and keep escalating for weeks unasked.

healthlegalagents
Best Multimodal UX

AnbuCare

My mother is 71 and lives in Thoothukudi. I don't. Anbu Care coordinates her care at 3am: triage, insurance, bookings, payments, with the guardrails in code where no prompt can reach them.

healthvoiceagents
Honorable Mentions

Groom

Curating a training set means reviewing hundreds of images by hand. Groom inspects every one with Gemini, files the keepers, and refuses to guess when the answer isn't clear.

visiondev tools

Jesus Ernesto Valdez Almaral

All other submissions

1,811Search and filter all 1,811

Longhand

The National Archives holds 34 million records. Most handwritten pages were never transcribed, so nobody can find them. Longhand reads one, asks what it cannot settle, and refuses to write unproven.

culture/heritagevision

NEXUS Evidence Fleet

An evidence-native Gemini agent fleet where autonomous Scout and Reviewer agents challenge claims, but only deterministic policy can promote them—with auditable Firestore receipts.

agentssecurity

Tactile OS

TactileOS turns any screen - text, photos, code, math — into a real-time 32×32 Braille pin matrix you can feel, with matching audio and haptics.

accessibilityrobotics/hardware

Vigilux

An AI agent that catches disease surveillance blind spots by cross-referencing stale survey data, hospital trends, and resource gaps across several regions.

healthagents

Jamaalolaar Mukadam, Akinsoyinu Anjola

Loreworthy

Help everyday people craft great characters while developing an intuition for good storytelling, ensuring they have fun doing it and recognize their own voice in the end results.

creative/musiceducation

BLACKBOX

An unerasable recording layer for AI agents. Rewind any decision, replay it under new rules, prove sensitive data never leaked, all from a log that can't be edited.

securitydev tools

CodeShift

Elevator pitch CodeShift autonomously migrates legacy SAS analytics to verified R—executing, validating, repairing semantic mismatches with Gemini, and producing an auditable evidence pack.

dev tools

Relay

An AI agent that reads campus maintenance reports, catches duplicates humans would miss, sets priority, dispatches work orders, and asks for help only when it genuinely can't decide.

productivityagents

Dedeepya Guntaka, swetha jalluri

Hold the Order

Hold the Order is the autonomous dinner agent that turns food you already bought into one meal your family will actually make, saving time, money, and groceries before takeout wins. has context menu

productivity

jeff lynch, Matt Graves

HEADWAY

India has 9 public transit feeds for 1.4 billion people. HEADWAY reads printed bus timetables with Gemini, refuses to guess, and ships validator-clean GTFS live on Google Cloud Run.

visiondev tools

PairPilot

Tell your Personal Agent what you need. It publishes the request, monitors the market, negotiates with other agents, and brings both humans back only for the final decision.

agentsproductivity

NPI Pathfinder

NPI Pathfinder uses AI to uncover transferable capabilities, identify future-ready career paths, bridge skill gaps, and help displaced workers return to meaningful employment.

educationproductivity

Gen a Spec

The shared intent layer that keeps founders, developers, and AI agents aligned—tracing changed decisions, exposing their blast radius, and blocking stale execution.

dev toolsagents

FrameMill

FrameMill turns long game streams into editable video projects—using game-aware AI to find the moments that matter, build the first cut, and keep creators in control.

creative/musicvision

LufkeyW Agent Control Plane

The agent can write to production because every write is reversible. Deterministic enforcement, staged diffs, full provenance, and one button that undoes everything.

securitydev tools

Camilo Cerda Sarabia, ignacio solis, sainz Sainz

buz Agent

A multi-agent system that runs in the chaos, grows with your business and creates a comprehensive knowledge of how you operate making your workflows run seamlessly by removing friction with tools.

productivityagents

MailboxMind

MailboxMind turns email overload into intelligent action by using Gemini to understand, prioritize, and surface what matters most—including critical messages hidden beyond your interests.

productivity

Huddle

Huddle is an AI teammate. It listens while you work and tracks what you decided, what is blocking you, and who is doing what. Nobody writes anything down, and everyone stays on the same page.

productivityvoice

Alex Munoz, Omar Muñoz

Planora

Planora is an AI travel agent that plans the whole trip flights, rental car, hotel, and attractions optimized for cost, convenience, feasibility, and weather, and it gets smarter with every trip.

productivityagents

Elio

Elio is a voice-first, multimodal messenger for blind and visually impaired users, powered by Gemini agents that understand context, use tools, and take real communication actions.

accessibilityvoiceagents

Hadji Sarakaev, Arslan Sarakaev, Тамерлан Саракаев

Product-OS

An autonomous product team that detects issues, talks to users, finds root causes, ships fixes, and verifies impact, continuously turning product signals into improvements

dev toolsagents

Shiwani Mishra, Saurabh Gupta

OminAI HQ

Agentic digital office transforming business missions into auditable Venture Build Packages (VBP) with strict human-in-the-loop governance.

productivityagents

Ing.Danitza421 Ivezich

Versa

A system that is built to bridge the gap between the student's intent and AI interpretation, this system's aim is to solidify the sentence "learn about yourself to learn better".

education

Sooraj R, Adithya s

MagicResume

MagicResume is a career partner helping your resume cross the first screening pass and reach real interviews through truthful, tailored applications—and a plan to close skill gaps.

productivity

PushRank - Agentic Linkedin Jobs

An agentic Chrome extension for LinkedIn. Validates company risk, tailors your CV to the JD in <2 mins with real evidence, and tracks daily job status. Built on Google ADK & Gemini 3.6 Flash.

productivityagents

Muhamad Aldi Ramdani, Achmad Alfiansyah, Arina Saffanah Zakiyyah

ForgeMCP-partner

A design partner, not a text-to-CAD demo: it reads your napkin sketch, models it in headless Blender, remembers your wall thickness, and argues with the printability report on your behalf.

robotics/hardwarevision

Alpha Agents

Alpha Agents is a multi-agent quantitative research platform built to discover and validate investment strategies.

financeagents

Juss Nguyen, Dung Nguyen, Thao Thanh Nguyen +1

GLASS WAKE

When reality changes, the right agents wake up. GlassWake detects enterprise memory rot, repairs it with bounded authority, and won't close until an independent verifier proves the fix.

agentsdev tools

Sillon

Field reps send voice notes, typed lines, images, and photos of their notebooks. Sillon's AI agent fleet turns that into structured market intelligence in seconds, and fills spreasheets nightly.

voicevisionproductivity

robo-fleet

25 AI agents. 1 human CEO. A self-organizing software company on Google Cloud: agents built on Google ADK + Gemini plan, code, QA, review, and merge real tasks through a structured lifecycle.

dev toolsagents

Autogent

An AI PM that talks to your engineers on Slack, assigns work, catches risks before they blow up, and checks in every day so you can ship without managing anyone.

productivityagents

Sudhir Kumar Sah, Aadarsh Prajapati

Servo

An autonomous CI/CD engine for physical AI: reconstruct 3D worlds, test driving policies, diagnose failures, retrain models, and deploy evidence-backed updates.

robotics/hardwaredev tools

Provenance

A self-healing enterprise agent fleet where LLMs propose, deterministic policy decides, and every action and institutional belief is verified, governed, and auditable.

securityagents

Malik Bashaar Javaid

Lucilla

Bringing cities to life with SMS/WhatsApp and in app agent connector for businesses and customers to create and find the best deals, rewards, experiences! Exploration that's fun social and rewarding.

productivityagents

Human AI Dyad

AI is eroding the skills of the people who use it most. This agent runs an adaptive interview, diagnoses where your capability has thinned, and coaches you back, tracking recovery across sessions.

educationagents

saymaziaphd-hub Zia

Joulyra

Your life changes - your home adapts before you ask. Joulyra's AI agents detect what changed, replan whole-home energy, and execute the new plan autonomously. From EV charging to solar and appliances.

robotics/hardwareagents

Recall

A zero-trust agent fleet that audits genomic evidence continuously, without ever letting a model become the scientific authority.

sciencehealth

FIELDed.

An AI client operations employee that turns customer enquiries into qualified, priced, scheduled, and actionable business decisions.

productivityagents

Memoir

An agentic interviewer you talk to, by live voice or text, that helps you write a life story, a book, or an article in your own words. It cuts and reorders what you said, and never writes for you.

creative/musicvoiceagents

DemoDominator

Nowadays everyone can build & ship. But how fast is your distribution? DemoDominator turns any URL into studio-grade product walkthroughs w/ synchronized voiceovers & rich Video SEO schema in 25 sec

voicecreative/music

Dorien Van den Abbeele

OneTap Workload Agent

OneTap helps doctors track where their shift actually goes. A background agent then looks for useful workload patterns and suggests small, measurable experiments without using patient data.

healthproductivity

ali-zone AL-Quraishi

opsFlow

OpsFlow turns natural-language business goals into autonomous, reliable workflows that plan, execute, pause for approval, recover from failures, and complete real operations.

agentsproductivity

ReunIA

"I kept forgetting who owed me what after meetings. Now I send a voice note and two Gemini agents turn it into tasks and chase people down for me.

voiceproductivityagents

Mateo Leonardo Solorzano Vega

BankPilot

An enterprise-grade agentic banking platform that securely turns conversations into intelligent insights, grounded recommendations, and real banking actions

financeagents

Green Day

Green Day is the AI partner that turns “I have an idea” into “I know what to do next.” It challenges your thinking, remembers every decision and keeps your idea moving towards something real.

productivityagents

Aegis

Satellites collision coordination takes days, and third-party software forces Sat secret data into their DBs. Aegis AI servers negotiate directly in TEE in minutes without storing secret data.

securityscience

Drift

Drift watches your deployed product for screens that disagree with their siblings and values that missed your design tokens, then opens the pull requests that fix them. Nobody asks it to.

dev toolsagents

CommuniCare

Autonomous assistive agent powered by Google Gemini 3.5 Flash that turns caregiver messages into clinical AAC picture boards in under one second.

accessibilityhealth

The Architect

Our idea is to create a self improving agent, that has the possibility of creating modules that help itself finish a task made by the user. It is a decoupled inteligence from the modules.

agentsdev tools

A01802480 Arizpe, fernando estrada, Wally

BoundedOps

Turn AI-agent boundaries into zero-side-effect adversarial tests, human-gated remediation, and version-bound development attestations.

securitydev tools

Marothi Peter LETSOALO

Agentic Opportunity Monitor

AI that catches rule changes before they cost you the opportunity. When the rules change, this agent knows why, proves it, and acts. Doesn’t just find opportunities. Knows when they stop being yours!

legalagents

Agentic SDLC Pipeline

Label a GitHub issue and an autonomous agent pipeline on Gemini, ADK, and Cloud Run takes it from spec to a tested, documented pull request, with no human steps in between.

dev toolsagents

Node

Your AI shop assistant for Kenyan dukas — collects credit on WhatsApp, alerts you in the app, and answers questions from live POS data.

financeagents

Sona

Sona is a voice coach you practise English by talking to. She scores your pronunciation from the audio itself, then a background agent reviews whether her last plan worked and writes the next one.

educationvoiceagents

Gemini The Bridge

The Bridge lets anyone build and lead an AI team through natural conversation, with no technical expertise required. It turns everyday requests into coordinated work in minutes.

agentsproductivity

替代方案有限公司 Alternative Solutions Co., Ltd.

Synapse-T

Autonomous cyber resilience & tabletop simulation engine for healthcare. HIPAA & NIST compliance in 3 minutes, not 2 months.

healthsecuritylegal

Felipe Gonzalez Arcos

Scheduler AI

AI Manufacturing Scheduler uses Google Gemini to autonomously resolve factory bottlenecks. It reads supplier emails and chat messages to instantly self-heal and re-optimize production schedules.

productivityagents

FeedOps AI

FeedOps AI automates Google's Ordering Redirect integration for merchants — matching, feed compilation, and health-tracking via Gemini agents, RAG, and MCP.

dev toolsproductivity

ActAs.Me (Email, sorted.)

Did you know email is a 50+ year-old invention? actas.me is an autonomous executive assistant. It triages, schedules, and negotiates on your behalf, surfacing only what deserves your attention.

productivityagents

PapierTiger

Zero-knowledge AI assistant that eliminates paperwork anxiety worldwide: instant multilingual document extraction, verified bilingual reading, and autopilot government form filing.

legalproductivity

Argus

A watchdog for San Francisco city government: Argus reads what the city publishes and puts the hearings that touch your issues on your calendar, each with a written reason.

legalproductivity

Aegis Ledger

Five agents run procure-to-pay end to end. None can exceed its authority: scopes are enforced server-side, and the fraud agent can stop a payment, not just flag it.

financesecurityagents

CareerScout

CareerScout autonomously searches job boards and company career pages, matches openings to proven resume evidence, ranks every opportunity, and explains every recommendation or rejection.

productivityagents

StudyPilot

An adaptive AI semester companion that automatically replans study schedules as assessments, availability, and learning progress change.

educationproductivity

SignalCraft

Turns public pain-point signals into scored, GTM strategy before your competitors even notice the lead exists. "Every buying decision starts as a complaint somewhere. Signalcraft reads it first."

productivity

Hari krishna Digiventi, Ayushi Ajay Walia

Yardhand

You want a game server running now. Yardhand is an agent that checks the title is allowed, takes payment, and turns the machine on. Barred games stop at the door. You never sit in a chat to get there.

agentsfinance

TwoKeys

TwoKeys lets AI move at machine speed while keeping humans in control, every high-stakes action requires approval from the right stakeholders

securityagents

Miguel Garcia, Carmen Salvado

Strata19 for Antigravity

A project intelligence layer for AI coding harnesses. Strata19 maps your codebase, connects it to the specs that define done, and turns the gaps into work an agent can pick up on its own.

dev toolsagents

FreshRoute Agent

AI-powered produce trading assistant for Pakistani farmers — compares mandi prices, estimates spoilage, finds buyers & transporters, and tracks delivery from harvest to payment.

financeagents

Muhammad Mdassar Baig

MindPulse

MindPulse is a private, local-first baby sleep companion. It analyzes room sound patterns in browser memory, can optionally play a low-volume synthesized response, and never records or uploads audio.

healthvoice

Preston P, Wisam Al Taee, Joshua Kim

Pippo

Pippo is a coding agent that learns how you think, without taking your decisions away from you.

dev toolsagents

Ishwar Meghwal, Shivani Gargama

Verletica

An enterprise agent harness powered by causal memory and self-organizing playbooks to execute complex, autonomous operations with total explainability across zero-trust boundaries..

agentssecurity

Investment Desk

An agent fleet that runs a trading desk end to end , analyze, risk-check, execute on MT5. It can't place an unchecked trade: execution needs a signed token only the risk agent can issue.

financesecurityagents

LastCall

Last-minute offers, booked by AI agents. Businesses text surplus on WhatsApp; customers set wish lists in the app; the agent prices, matches, notifies and books — binding, no human in the loop.

financeagents

Chuchube Workflows

Describe a feature once. Chuchube plans it into a graph, runs coding agents in parallel, and merges the work back in dependency order. An AI engineering manager, not another AI coder.

dev toolsagents

Bao Tran, Stephanie Nhi Le, Stephen Nguyen +1

Sika

SIKA is an autonomous financial agent that monitors Mobile Money activity, understands transactions, answers requests, and takes actions with human confirmation when required.

financeagents

Provenance

Institutions keep a durable record about you. You keep nothing comparable about them. Provenance is the other side of that ledger: obligations as versioned belief over immutable evidence.

legalproductivity

A11ySentinel

A background agent that audits web accessibility (WCAG), drafts component-level code fixes, and proves the result live via an ephemeral proxy.

accessibilitydev tools

Déborah Soanavalona, Andry Van Lewis Rakotomalala

KIW1

KIW1 is an autonomous, self-improving AI agent built on Google ADK & Vertex AI that learns user rules, forges superpowers, and automates multi-step chores with zero-trust Model Armor.

agentssecurity

FinalCliper AI

Next-generation video workflow agent that analyzes raw media, edits multi-track timelines, and exports ready-to-publish clips autonomously.

creative/musicproductivity

GurukantPatil01 Patil

TrueMandate

Trust infrastructure for economic AI agents: preserve human intent, verify evidence, bound authority, and prove outcomes before and after an action.

securityagents

GuardianAI

Autonomous compliance auditor powered by Gemini 3.7 Flash & Google ADK that scans architecture specs and database schemas for GDPR risks and auto-generates remediation tasks.

legalsecurity

Sam Leung, William Tam

Night Shift

Night Shift is a six-agent Gemini 3.5 fleet that takes a -80°C research-freezer failure from alarm to reconciled custody, with deterministic safety invariants and verifiable signed evidence.

scienceagents

Yaad

Imagine a case where a reminder pops up, you are busy, you swipe it away and the task never gets done. Yaad does that chore for you and comes back with proof it's done.

productivityagents

TRAZO

Transforming passive online courses into an interactive, verified-action quest map guided by an autonomous AI companion on Google Vertex AI.

education

Jevin

Jevin is an autonomous house-hunting agent that searches, investigates and evaluates properties against what actually matters, bringing you only the homes worth considering.

productivity

Guardian + Kern-3

An AI guardian that detects scam tactics during calls, warns vulnerable users in real time, and alerts their trusted circle before fraud becomes loss.

securityvoice

evilgreen94 ., Synji De Paula

VENDOR CLEARANCE AGENT

An autonomous Gemini agent that clears vendor proposals end-to-end, asks only when policy is ambiguous, and halts itself the instant its audit trail is tampered with.

financeagentssecurity

Zaptory

A smart middleware that converts product scans into structured inbound inventory for ERP/POS systems, automating invoice reconciliation and expiration date tracking.

productivityfinance

Pocket Change

Bounded, auditable spending authority for AI agents. You sign one ceiling; a tree of sub-agents divides it, each holding a capability token cryptographically narrower than its parent's.

financesecurityagents

NIST CSF Assessor

Six AI agents run a full NIST CSF 2.0 cybersecurity maturity assessment in about fifteen minutes, and we measured it against an expert: 100% agreement on maturity tier across all six functions.

securityagents

Dost

Dost turns meeting promises into evidence-backed outcomes and keeps the loop open until the work is actually done.

productivityagents

Ahmet Can Bozdoğan

Nomi AI

Nomi is a personal AI agent that operates your computer, remembers how you work, and gets things done, not just chat, actual work.

agentsproductivity

TalentFlow

A realistic multi-agent interview simulator powered by Gemini that trains candidates through adversarial voice roleplays and delivers actionable executive scorecards.

voiceeducation

Enzo Anselmo Santos

CurrentCut

CurrentCut keeps your social feed alive: an autonomous agent researches your company and what’s current, proposes cited reel concepts, and turns approved ideas into platform-ready videos.

creative/musicproductivity

Increase Divine-Wisdom

Kodi Tax Agent

An autonomous tax agent that gathers evidence, understands obligations, resolves missing information, calculates tax, and guides compliance from one simple objective.

financelegal

Wariteban

Wariteban: An autonomous AI financial agent that parses receipts, delivers localized business advice, and automates accounting workflows.

financevision

Kimana Misago, Namouyan Linda SANOGO

IsoPact

Agents finish tasks. IsoPact makes sure the business actually settles, preventing conflicting actions across enterprise agent fleets and verifying the outcome.

agentssecurity

Praevisum

One phone number, four businesses behind it. It answers, works out whose customer you are, sells you the right thing, books the engineer, and tells you when the warranty isn't worth buying.

voiceproductivity

Onhand Thread

A browser tutor that remembers how you learn. Your reading, checks, and mistakes become a persistent learner model that changes how it teaches you tomorrow. Gemini + ADK + Firestore on Cloud Run.

education

3MW SONIK

The world's first AI-native cinematic DAW for Afrobeat creators—featuring a consensus-driven Council of specialized AI models, high-performance Web Audio DSP, and multi-rail billing. 🔱

creative/music

FeexSystems AI Labs

TENURE

TENURE lets AI agents earn only the access they need. When trust breaks, it freezes the risk first, then a supervisor agent investigates what went wrong.

securityagents

Context AI

It helps students go into coffee chats knowing what matters to the other person, what to ask, and where they might genuinely connect.

productivityeducation

Allen Wang, Mary Liu

Cassandra

Cassandra is continuous integration for the spreadsheets that run your company. An autonomous agent fleet finds the defect, writes the fix, and proves it by recalculating the workbook.

dev toolsfinance

Mohammad Ashfaqul Hasan, Ahammad Shawki

Phloem

Phloem is an AI-native engineering team that plans, codes, tests, reviews, deploys, and manages budgets across multiple LLM agents from one transparent workspace.

dev toolsagents

Greenroom

Greenroom: an autonomous booking agent for event brands. It researches partners, pitches them, negotiates within your deal terms, and books the call — escalating to you only when it's outside policy.

agentsproductivity

xavierjohncharles John-Charles

The Stand

Practice your hardest conversations against a live, interruptible AI counterpart. Every score line cites a published source. Built on ADK 2.8's live evaluation stack.

education

Lutfiya Miller, Chris Müller

Stagenator

An autonomous caretaker for 3 live App Store / Google Play games. It watches who's playing, ships AI-made levels straight into the apps, gifts promo codes, learns nightly - no human needed.

creative/musicagents

VantageTime

VantageTime is an AI production coordinator. Upload a script and agents break it down, research locations, build and validate schedules, create call sheets, and coordinate the crew.

productivityagents

Chronos

Chronos is a governed incident-remediation control plane using multi-agent debate to fix pipeline failures, while making destructive production mutation structurally impossible by code.

dev toolssecurity

Research Literature Agent

A research agent that understands you, your research and your field, and will help you discover relevant literature, connect new papers to previous work, and relate them directly to your own research.

scienceproductivity

Gatehouse

A governed AI agent fleet manages the full vendor lifecycle: screening docs, scoring risk, provisioning access, generating role-based training, and maintaining a sealed, replayable audit trail.

securityagents

Katherine Burge, Muntaser Syed

VIGIL

Aviation safety signal triage that turns public NASA reports into ranked emerging hazards and source-cited investigator briefs, with deterministic safeguards and a human approval gate.

sciencesecurity

Rootstory Evidence Agent

Rootstory Evidence Agent autonomously audits family trees, researches unsupported people with Gemini, verifies sources, and proposes reversible, human-approved repairs—while families carry on.

culture/heritageagents

Pranuthi Mangu Rachuri

FieldHand

An agent fleet that watches farm fields from orbit, tries to prove its own alerts wrong, and stops before spending a grower's money. Built on Google ADK + Gemini + Cloud Run.

scienceagents

Reflex Node

A background release-recovery agent that detects real failures, assembles Gemini capability crews, reassembles when a plan breaks, acts within policy, and proves the workload actually recovered.

dev toolsagents

Harmonia

Harmonia is a content-engine that turns startup source material into a verified content operation. Bounded AI agents find, plan, produce, and review content while humans control every external action.

productivityagents

danielAsaboro Asaboro

Countersign

A governed AI agent fleet that investigates pharmaceutical deviations, executes approved follow-up actions, and preserves the Qualified Person’s final authority.

healthagents

Cubbyz

Non-custodial Telegram escrow on Base, with a Gemini agent crew on Cloud Run that verifies and adjudicates in the background without ever holding funds. Because hope isn't a payment method.

financeagents

Diligence Desk

An autonomous agent to organize, speed up and identify gaps in acquisitions. The system identifies topics for your request, drafts a request, ingests responses, identifies gaps, and summarizes status.

financelegal

MagnoliaLex Goggans

SaM - Study agentic Model

SaM is a production-ready, autonomous, local-first AI study platform that moves beyond chat by proactively orchestrating Google Genkit and Cloud services to generate study materials in parallel.

educationdev tools

Orbit

Autonomous, goal-driven web data operations. Define what you need in plain English; Orbit discovers, extracts, self-corrects, and delivers.

dev toolsagents

ReguLens

Autonomous regulatory monitoring for food & beverage exporters: it notices the change, re-checks every product, and refuses to guess when it can't tell.

legalfinance

Alief Fauzan, Umar Muhdhor

LoopKeeper

An agentic AI system that watches invoices and client replies, detects broken promises, chooses safe actions, routes risky decisions for approval, and verifies payment before closing.

financeagents

AutoMentor AI

Autonomous Socratic Study Companion, Live Interactive Notebook & Technical Portfolio Builder powered by Gemini 3.5 Flash, Google ADK, and Google Cloud.

educationagents

Marcello de Paiva, José Nilton, Bruno Barbosa +1

AgentSphere OS

An AI agent orchestration platform where specialized agents collaborate, automate workflows, and deliver intelligent solutions with secure memory, monitoring, and scalable cloud deployment.

dev toolsagents

Opportunity Radar

An async background agent whose written output is provably grounded to find opportunities for students — a deterministic gate validates every URL, figure, and date against the source.

educationagents

KultureSync

KultureSync prevents streaming systems from flattening Gqom/Amapiano. We enable pluralistic discovery so South African creators are visible and recommendation becomes active cultural preservation.

culture/heritagecreative/music

sentinelbrief

An unattended agent that decides how to analyse a radar scene nobody asked about, decides who to wake up, and refuses to send an all-clear at recall 0.38, silence is not evidence of safety.

agentssecurity

Pramit

Pramit turns uncertain R&D into predictable progress by making experiments reproducible, comparisons valid, decisions traceable, and claims defensible

scienceproductivity

AeroFleet

A fleet of Gemini agents that recovers a disrupted airline day autonomously and proves it helped by replaying the same storm with the agents switched off.

agentsproductivity

Freight Ops Fleet

A governed fleet of freight back-office agents: they reconcile shipment paperwork and draft the fix, every consequential action stops at a human gate, every decision is in an audit ledger.

agentsproductivity

Agent Sully

An AI negotiation agent that closes vendor deals on a hash-chained ledger — every dollar saved and every forged claim rejected is cryptographically provable, not just logged.

agentsfinance

Aegis

Aegis re-runs automated benefit denials against the regulation they cite. A formal solver proves which ones don't hold up, and points at the exact clause. Tested against 52 real recorded failures.

legalagents

Shreeya Dasa, Govind A

Migragent

Upload your CV or transcripts. An agent reads the actual govt pages, works out which countries fit you, and builds a guide where every line is cited with info and the date that page was read.

agentsproductivity

Adam & Eve

Chat on social media as the system shares custom memes and questions. Your choices instantly generate a personalized ten-minute playable stage built just for you. Single or Couple player.

creative/music

Jubil Finance, Rambarani

TRUSTFORGE ZERO

An autonomous immune system for AI agent fleets that attacks, detects, repairs, re-tests, and certifies agents before they earn the right to act.

securityagents

khelifamoussa khelifa

SentryGrid

A Gemini-powered multi-agent system on Google Cloud for unattended machine operations: safe recovery, human-approved outreach, technician field plans, and outcomes verified by live machine data.

robotics/hardwareagents

Naranbileg Batjargal, Maral-Erdene Tumursuh, enkhbadral ulaankhuu

skillviewer

Build the interviewer you want. Describe it, iterate with AI on its style, rubric, questions and strategy, then practice with a ready-to-use voice interviewer tailored to your needs.

educationvoice

Taskmaster

Autonomous Agent Studio pipeline optimizing regional YouTube channels for high-CPM Western markets using Google Cloud Run, Vertex AI, and YouTube Data API v3.

productivityagents

SHAHEEN APEX AI

The ultimate sovereign AI defense shield for Hollywood. We secure major studio screenplays from leaks and extract forensic identities in 0.04ms using Gemini.

securitycreative/music