Automated Zero-Day Triage Pipeline
In response to increasing zero-day attacks on edge devices, this challenge tasks you with building a resilient cybersecurity analytics engine. You will leverage Claude 4.5 via the Haystack framework to analyze vulnerability disclosures and generate structured threat intelligence. To ensure the reliability of long-running security scans and remediation steps, you will use Temporal for workflow orchestration. The system must ingest raw security bulletins, identify affected firmware versions using LLM-based parsing, and trigger automated testing environments to validate potential mitigations without human intervention.
What you are building
The core problem, expected build, and operating context for this challenge.
In response to increasing zero-day attacks on edge devices, this challenge tasks you with building a resilient cybersecurity analytics engine. You will leverage Claude 4.5 via the Haystack framework to analyze vulnerability disclosures and generate structured threat intelligence. To ensure the reliability of long-running security scans and remediation steps, you will use Temporal for workflow orchestration. The system must ingest raw security bulletins, identify affected firmware versions using LLM-based parsing, and trigger automated testing environments to validate potential mitigations without human intervention.
Shared data for this challenge
Review public datasets and any private uploads tied to your build.
What you should walk away with
Master the implementation of Haystack Pipelines for multi-stage security data processing
Design Temporal Workflows to manage the lifecycle of a security incident from discovery to patch
Build a custom Haystack Component that interfaces with Claude 4.5 to generate exploit mitigation strategies
Orchestrate Docker-based sandbox environments for automated vulnerability verification
Optimize prompt engineering for Claude 4.5 to reduce false positives in threat classification
Integrate real-time alerting systems using Temporal Signals to update security analysts on workflow progress
Implement persistent state management to track vulnerability status across large-scale enterprise networks
[ok] Wrote CHALLENGE.md
[ok] Wrote .versalist.json
[ok] Wrote eval/examples.json
Requires VERSALIST_API_KEY. Works with any MCP-aware editor.
DocsAI Research & Mentorship
Participation status
You haven't started this challenge yet
Operating window
Key dates and the organization behind this challenge.
Find another challenge
Jump to a random challenge when you want a fresh benchmark or a different problem space.