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
29 apps · 0 sign-up
48h
Built in
9
LLMs
29
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.

★ SWARM CONTEXT

one window, recursive.

A shared context window that spans message threads and the whole agent swarm. It remembers across chats, recalls on demand, and updates memory on every turn. Watch it live in the Context Inspector.

Recursive frames

Every chat, run, and sub-agent is a node in one context tree. Children inherit the parent window; parents see what children learned. Depth is unbounded.

Cross-thread recall

Ask once, recall everywhere. Search the whole swarm window across every thread and run you own — token-budgeted, ranked by relevance.

Self-updating memory

Each turn persists into the shared window automatically. Long-term HydraDB memory folds in on recall — no save button, no copy-paste.

…and beyond

Aged items fold into compact summaries so the window never overflows. The engine keeps the signal and drops the noise as context grows.

★ Open Context InspectorBOLA-safe · per-tenant isolated
★ 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.

29 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.