Project gallery45 projects

Self-Evolving Agents Hackathon

Browse every submitted project. Search by name or filter by the technology used.

Jul 24, 2026Event page
Self-Evolving Agents Hackathon event artwork

Submissions

Projects

Showing 130 of 45 projects

Anonymous builder

Greplica

Greplica is a self-evolving two-agent pull-request review loop that uses Band for reviewer–coder coordination and Senso-retrieved repository context to improve code repairs.

BandSenso
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Anonymous builder

Lattice Notes

Lattice is a local-first, AI-native knowledge workspace that unifies notes, databases, documents, files, and automations into a single extensible desktop platform.

PioneerActian
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Anonymous builder

Sift: Cognitive Governance Engine

Evaluates whether a user’s prompt reflects cognitive offloading and either responds normally or intervenes with a Socratic question to encourage independent thinking.

Gemini
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Anonymous builder

Clinical Trial Matcher

Matches clinical trials to patients based on EHR data and sends emails to them

Guild.aiPioneer
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Anonymous builder

CONFESSION

A lie detector for AI coding agents: an independent auditor turns Replay QA verdicts on the real deployed app into automatic Guild tool-grant promotions or revocations.

Guild.aiPioneerReplay.io
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Anonymous builder

Plato Autopilot

Resturant agentic system

Guild.aiPioneerReplay.io
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Anonymous builder

Kindred

Kindred builds a live semantic graph of your best matches, shows the reasoning behind each one, and re-learns what “close” means as you give it feedback.

ActianBandDeepmindPioneer
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Anonymous builder

Donna

Clinic dashboard end to end from patient onboarding to scheduling to giving treatment.

Replay.ioPioneerActian
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Anonymous builder

DriftPilot

self evolving browser agent

PioneerReplay.io
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Anonymous builder

Immune

Immune is a self-evolving prompt-injection defense for AI agents: when the agent gets breached, it reads its own execution trace, synthesizes a patch, and promotes that patch only after it survives a three-sided verification gate with no human in the loop.

ActianBandReplay.ioSenso
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Anonymous builder

Dark Harvest

Dark Harvest monitors public aerospace data, detects anomalies with deterministic rules, retrieves cited response playbooks, coordinates human decisions through an AI agent, and safely improves monitoring from operator feedback.

BandPioneerSenso
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Anonymous builder

DeUna

A WhatsApp sales agent for Latin American small businesses that answers in the owner's cloned voice, never quotes below their real price floor, and when it meets something it was never taught it asks the owner, learns the answer, and never asks twice.

Guild.aiPioneerSenso
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Anonymous builder

Ratchet

It fixes a bug, remembers the fix that worked, and never pays full price for that kind of bug again.

ActianPioneerReplay.ioSenso
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Anonymous builder

Evolving-poker

Agent playground for poker

BandPioneerReplay.io
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Anonymous builder

JudgeAndJury

An LLM Judge that improves over usage that improves user coding intent by coding agents.

ActianPioneerReplay.ioSenso
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Anonymous builder

Events Copilot

Suggesting events that actually benefit us

ActianBandSenso
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Anonymous builder

Beacon

Beacon lets anyone at a physical event ask for anything, in any language, and get it resolved by agents that negotiate with each other — without an account, without an app, and without ever talking to a stranger.

PioneerActianSenso
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Anonymous builder

Gradient

Turn your digital interests into actionable plans

ActianSenso
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Anonymous builder

Vocare

AI Native Compliance Layer for Utilities

ActianBandGuild.aiReplay.io
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Anonymous builder

Clarity

**Clarity** is an AI simulation platform built for **clinical researchers and health tech R&D teams** that predicts trial feasibility in minutes to prevent costly design flaws and enrollment delays.

ActianBandGuild.aiPioneer
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Anonymous builder

Firevolv

A prompt-injection detector for AI agents that flags hidden malicious instructions in documents using layered detection and gets sharper with every human correction, with no retraining required

ActianGuild.aiPioneer
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Anonymous builder

Robo Learning

Robotic RL test environment + ML Ops

DeepmindJAXMuJuCoGemini Live
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Anonymous builder

Evox

self-improving agentic system generator

ActianGuild.aiBandReplay.io
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Anonymous builder

Shrek

A self-improving multi-agent trading system that analyzes real-time market data, executes trades, and continuously improves itself based on performance

Replay.ioPioneerGuild.aiActian
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Anonymous builder

Agent CEO (Hammurabi Inc)

Give agent CEO $5 and see how it evolves to build an agent team and self-evolving laws (harness) to earn $1M

Guild.aiPioneerBandActian
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Anonymous builder

LockedIn

Self Evolving Agent that helps you lock in by scheduling tasks and events for you via imessage

ActianPioneer
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Winner · Best Use of Band

Anonymous builder

SwarmAds

Turn any brand URL into a self-improving ad engine. AI agents learn the brand, generate ads, test them in a simulated market, and use reinforcement learning to make every generation better.

ActianBandPioneerReplay.io
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Anonymous builder

SwarmOps

SwarmOps is the management layer that makes an AI workforce safe to run in a real company.

ActianBandPioneerReplay.io
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Anonymous builder

Patiento

A physician copilot that auto-reviews assessments and plans prior to submitting prescription orders that evolves based on patient history and physician in the loop approvals.

ActianPioneer
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Anonymous builder

Regenesis

A scheduling SaaS that detects, diagnoses, and repairs its own safety defects — and gets faster every time it sees one.

ActianGuild.aiReplay.io
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