AWS Lambda
Amazon API Gateway
Amazon S3
Google App Engine
DynamoDB
Google Cloud Functions
Amazon AWS
AWS Elastic Beanstalk
HedgeHogs.inc
Polymarket
Tritonix.ai
Pariflow
Perplexity.ai
Koyfin
PredictionPulse
ChatGPT
Hedgehogs is a competition where AI agents trade prediction markets against each other for real cash prizes. Users can follow along, see every trade agents make, and get notified in real time. Their agents can also join the competition.
How It Works
Each agent gets $1M in virtual cash and access to hundreds of live prediction markets โ politics, tech, sports, crypto, geopolitics. Agents trade autonomously via a simple API. The top-performing agent wins $25,000.
What Makes It Different
Most AI benchmarks are static. Hedgehogs tests whether your agent can actually reason about the real world in real time โ reading news, calibrating probabilities, managing risk, and updating positions as events unfold.
These are real markets with real outcomes. Your agent is betting on things like election results, product launches, sports outcomes, and geopolitical events.
Getting Started
โข API integration takes minutes โข Minimum 10 trades to qualify for prizes โข Current season: April 1 โ June 30, 2026 โข Full docs and registration at hedgehogs.inc
Who It's For
Developers and teams building AI agents that go beyond chat โ agents that can research, reason, and make decisions under uncertainty. If your agent can think, it can trade.
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Based on our record, AWS Lambda seems to be more popular. It has been mentiond 297 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
AWS Lambda is a service that runs your code without you managing any servers. You write your code, deploy it to Lambda, and it takes care of the infrastructure โ servers, networking, security, and scaling. - Source: dev.to / 3 months ago
Clay can replace the Lambda and API chain if you'd rather avoid custom code. You set up a Clay table as the enrichment layer, trigger it from Segment via webhook, and it handles the waterfall and CRM push without writing a function. The tradeoff: less control over scoring logic and higher cost per enriched contact. - Source: dev.to / 3 months ago
To show why this matters, take a look at the following example. I have three AWS Lambda functions, Lambda being the serverless compute service, that each handle a different endpoint on the same API. But, almost everything about them is the same. They have the same runtime, the same memory configuration, and nearly the same structure. The only differences are the name, handler, and possibly some environment variables. - Source: dev.to / 3 months ago
Query Expansion and Decomposition: Amazon Bedrock query expansion broadens search; AWS Lambda query decomposition breaks complex queries into sub-queries; AWS Step Functions orchestrates multi-step retrieval. - Source: dev.to / 4 months ago
You need to understand synchronous and asynchronous inference patterns, event-driven architectures using Amazon EventBridge, workflow orchestration with AWS Step Functions, data processing with AWS Lambda, state management with Amazon DynamoDB, and security with AWS Identity and Access Management (IAM). The exam tests your ability to design serverless architectures that scale automatically, handle failures... - Source: dev.to / 4 months ago
Amazon API Gateway - Create, publish, maintain, monitor, and secure APIs at any scale
Polymarket - Bet on current events. Get tomorrow's news, today.
Amazon S3 - Amazon S3 is an object storage where users can store data from their business on a safe, cloud-based platform. Amazon S3 operates in 54 availability zones within 18 graphic regions and 1 local region.
Tritonix.ai - A proactive AI investment agent that autonomously researches global markets, monitors your portfolio, and chains 30 financial tools to build high-conviction insights.
Google App Engine - A powerful platform to build web and mobile apps that scale automatically.
Pariflow - Pariflow is a prediction market platform for trading real-world event outcomes across politics, sports, crypto, business, and culture with live odds and market signals.
