Built on TinyFish · 89.9% Mind2Web accuracy · Hackathon 2026

The Web Is NowProgrammable

Operon deploys autonomous AI agents that navigate, extract, and act across any website — in parallel, at scale, with enterprise-grade observability.

operon swarm — 7 agents active
HUBA1A2A3A4A5A6A7
agent-1running
agent-2running
agent-3running
agent-4running
agent-5running
Agent-7f2aExtracted pricing dataonamazon.com+841ms·Agent-3b9cNavigated checkout flowonshopify.com+1203ms·Agent-1d4eScraped job listingsonlinkedin.com+692ms·Agent-9k1mMonitored competitor priceonbestbuy.com+449ms·Agent-5f8pVerified invoice statusonnetsuite.com+1876ms·Agent-2q7rFiled compliance formonsec.gov+3102ms·Agent-8t3vAggregated market signalsonyahoo.finance.com+567ms·Agent-4w9xMonitored regulatory changeonfederalregister.gov+2341ms·Agent-7f2aExtracted pricing dataonamazon.com+841ms·Agent-3b9cNavigated checkout flowonshopify.com+1203ms·Agent-1d4eScraped job listingsonlinkedin.com+692ms·Agent-9k1mMonitored competitor priceonbestbuy.com+449ms·Agent-5f8pVerified invoice statusonnetsuite.com+1876ms·Agent-2q7rFiled compliance formonsec.gov+3102ms·Agent-8t3vAggregated market signalsonyahoo.finance.com+567ms·Agent-4w9xMonitored regulatory changeonfederalregister.gov+2341ms·Agent-7f2aExtracted pricing dataonamazon.com+841ms·Agent-3b9cNavigated checkout flowonshopify.com+1203ms·Agent-1d4eScraped job listingsonlinkedin.com+692ms·Agent-9k1mMonitored competitor priceonbestbuy.com+449ms·Agent-5f8pVerified invoice statusonnetsuite.com+1876ms·Agent-2q7rFiled compliance formonsec.gov+3102ms·Agent-8t3vAggregated market signalsonyahoo.finance.com+567ms·Agent-4w9xMonitored regulatory changeonfederalregister.gov+2341ms·

Performance Benchmark

Mind2Web · 300 tasks · 136 live sites

The most rigorous real-world web agent benchmark

89.9%

overall success rate

Operon / TinyFish
89.9%
OpenAI Operator
61.3%
Claude Computer Use
56.3%
Browser Use
30%

Source: TinyFish Mind2Web evaluation, 2025. Only 15.6-point drop from easy→hard tasks vs 39–58 points for competitors.

Platform Capabilities

Every layer an agent needs

From single-shot tasks to swarm orchestration, Operon handles the full lifecycle.

NEW

Swarm Orchestration

Launch 100s of parallel agents simultaneously across any website

NEW

Sentinel Watchlist

AI tripwires that detect semantically meaningful web changes

NEW

Agent DNA Transfer

Behavioral fingerprints that let agents inherit proven patterns

Operon Shield

Runtime prompt injection defense for every agent execution

FinOps Intelligence

Cost analytics, anomaly detection, and per-run budget enforcement

Live SSE Stream

Real-time execution telemetry streamed directly to your dashboard

How It Works

From goal to intelligence in seconds

01

Describe in Plain English

Tell your agent what to do. No selectors, no scripts. Just a goal.

02

Agents Execute in Parallel

TinyFish-powered agents fan out across target sites simultaneously.

03

Structured Intelligence Returns

Clean JSON, screenshots, and AI-authored briefings arrive in seconds.

04

Agents Learn & Improve

DNA Transfer means every run makes the next one smarter.

Swarm Orchestration

One command.
Hundreds of agents.

Launch a fleet of parallel TinyFish agents across any number of target sites simultaneously. Watch them execute in real-time on a live grid, then receive aggregated intelligence when the last agent reports back.

  • Fan out to 100+ URLs in a single API call
  • Live swarm dashboard with per-agent SSE streams
  • Unified intelligence aggregation on completion
  • Zero queue contention — true parallel execution
swarm://run-7f2a · 6 agents · 4 succeeded
amazon.com
841ms
ebay.com
1.2s
walmart.com
692ms
bestbuy.com
...
target.com
449ms
newegg.com
...

Aggregated results ready:

→ Best price: $899 on walmart.com

→ Stock available: 4/6 sites

amazon.com/pricing
12 min ago

Intelligence: Prime membership tier renamed to 'Prime Core'. Checkout flow gained a new upsell step. Likely A/B test targeting conversion rate. Your checkout workflow requires selector update.

linkedin.com/jobs
2 hrs ago
federalregister.gov
6 hrs ago
Sentinel Watchlist

AI tripwires on
any web page.

Deploy always-on sentinel agents that monitor URLs on a schedule. Unlike dumb DOM diffing, Operon sentinels use LLM reasoning to decide whether a change is semantically meaningful — then generate an AI intelligence briefing about what changed and why it matters to your workflows.

  • Semantic change detection — not byte diffing
  • AI-authored intelligence briefings on every change
  • Automatic workflow update suggestions
  • Hourly, daily, or custom cron schedules

89.9%

Mind2Web accuracy

1,000

Parallel agents

$0.015

Per step at scale

<1s

Avg response time

Powered by & integrates with

TinyFish AIPostgreSQLRedis / BullMQNext.jsVercelTypeScript
TinyFish Hackathon 2026 · Submission ready

The web is your
database.

Every page, every portal, every SaaS app — now accessible to your agents as structured data.

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