AGENTS UNDER PRESSURE · HYDRADB HACKATHON 2026

The AI operating system where agents flow under pressure.

Browser-OS where memory, tools, recovery, and adaptation are wired in by default. Multi-agent orchestration as a substrate. Real APIs, no mocks. Agents build the apps live.

powered byHydraDBGroqMistralGeminiElevenLabsMCP
DELOS
--:--
DELOS TERMINAL
$ delos run --goal="agent memory facts"
DEL ASSISTANT
Uexplain why graph dbs beat vectors for agent memory
Three reasons: 1/ relationship traversal — agents naturally form chains 'tool→error→retry→success'. Vectors lose this. 2/ Exact recall — pull a specific past run by ID, not semantic neighbor. 3/ Cheaper update — append edges, no re-embedding.
thinking with kimi-k2…
COHORT
★ 3 MODELS RACING
[0]gpt-oss-120b312ms8/10
[1]llama-4-scout248ms7/10
[2]gemini-flash198ms9/10
★ winner [2] gemini · merged ✓
★ DRAG WINDOWS · CLICK DOCK · INTERACT
★ DELOS TERMINAL · LIVE
running
● LIVEreal APIs · no mock

every line in that terminal hits real models. tokens, cost, ms — all measured live.

★ THE EDGE
  • · planner → executor → critic → memory
  • · cockatiel retry + breaker fallback
  • · Del Assistant · Gmail / Notion / GitHub / GDrive MCPs
  • · voice autonomy via Whisper + 11labs
  • · live STEER mid-stream
OPEN DELOS
28 apps · 0 sign-up
48h
Built in
9
LLMs
28
Desktop apps
19
Tools + MCP
$0
Free tier
★ FOUR PILLARS

four power-ups, wired in.

Every DelOS run goes through all four layers, every time. Not an afterthought — the substrate.

Save State

Memory
01

HydraDB graph + vector recall across runs. Agents remember what worked, what didn't, what you told them last Tuesday.

Power-Ups

Tools
02

Typed tool registry with capability tags. MCP-shaped. Live marketplace with bundled + custom servers. Sibling fallback on failure.

1-Up

Recovery
03

Cockatiel retry + circuit breakers. Critic agent triggers replans on drift. Model failover. Tool sibling fallback. Three layers of resilience.

Warp Zone

Adaptation
04

Goal drift detection. User interrupts mid-stream rebuild the plan. Live STEER from any device. Context flood compressed at the boundary.

★ THE LOOP

how it flows.

Every mission, every time. Deterministic loop, non-deterministic models.

01
Plan

Planner LLM reads goal + memory + decides fan-out. Outputs typed steps.

02
Execute

Executor picks a tool from merged registry (local + MCP) via cockatiel retry + breaker.

03
Critique

Critic scores drift after each step. Replans on >0.5. Mistral → Gemini failover.

04
Remember

HydraDB stores run summary by tenant. Local fallback keeps UI live during indexing.

★ THE OS

browser-OS where agents build the apps.

DelOS is a full window-managed desktop in a tab. Del Assistant (autonomous Gmail / Notion / GitHub / GDrive MCPs), Identity Core, Ingest Vault, VibeCode App Builder, DevFactory Cores — plus an App Builder that compiles your spoken prompt into a working mini-app live.

28 apps shipped
✓ macOS-style dock
✓ Window snap + maximize
✓ Cmd+K palette
✓ Voice autonomy
✓ Multi-agent live
✓ MCP marketplace
✓ Light + dark theme
✓ PWA + Tauri + iOS/Android
✓ Cross-device sync
★ DELOS · LIVE PREVIEW
v2.0
DEL ASSISTANT
IDENTITY
INGEST
APP BUILDER
GMAIL MCP
CORES
TERMINAL
BROWSER
VOICE
MISSION
MEMORY
+ BUILD
★ USE CASES

what you can build.

DelOS is the substrate. You decide the mission.

Research copilot

Multi-source web research with critic verification + memory across sessions.

Workflow automation

Chain agents, tools, MCPs into reusable missions. Voice-triggered.

Personal OS

Browser-based desktop where you build mini-apps on demand by talking to it.

Support agent

Del Assistant drafts Gmail replies, opens tickets in Notion, and references GitHub issues — all from one chat.

Data analyst

Plan → SQL → run → critique → re-plan if drift. Pipe to charts via spec apps.

Voice assistant

Whisper STT + ElevenLabs TTS + autonomy mode. Hands-free everything.

★ STACK

built on the right things.

No proprietary lock-in. Swap any provider via Settings.

Next.js 16React 19TypeScriptTailwind v4HydraDBGroqMistralGeminiElevenLabsVercel AI SDK v6CockatielZod v4framer-motionMCPAsyncLocalStorageWeb Speech APIPWATauri
★ FAQ

questions.

Is this real or just a demo?+

Every endpoint hits real APIs: Groq Whisper for STT, ElevenLabs for premium TTS, Mistral / Gemini / Groq for LLM routing, HydraDB for memory, plus Gmail / Notion / GitHub / GDrive MCPs in Del Assistant. The token / cost counters in the Terminal aren't simulated.

Do I need API keys?+

Self-host with free-tier keys for Groq + Mistral + Gemini + HydraDB. ElevenLabs is optional — falls back to browser TTS. Total monthly cost at modest usage: $0.

What's MCP?+

Model Context Protocol — JSON-RPC tool servers. DelOS ships a bundled MCP server with 11 tools (crypto price, weather, dictionary, …) and accepts any HTTP MCP URL in Settings.

How does voice autonomy work?+

Hold the mic, say "build me a calculator," Whisper transcribes, a small LLM maps it to an intent action, the OS executes — opens App Builder, prefills the prompt, hits BUILD.

Can it run offline?+

The OS shell + games + window manager run offline. Agent calls need network. Install as PWA for offline shell. Tauri build available for native desktop.

How does cross-device sync work?+

Set the same Tenant ID in Settings → Device on every install. HydraDB partitions memory by tenant — instant sync across Mac / Win / Linux / iOS / Android / Chrome extension.

ship agents that
survive chaos.

Open DelOS. Speak to it. Watch four LLMs collaborate live. Build an app with your voice. Win.