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feat(blueprints): add autonomous multi-agent software engineering & self-healing pipeline - #604

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MartinRst merged 2 commits into
kestra-io:mainfrom
somuai:feat/ai-multi-agent-self-healing-orchestrator
Oct 6, 2026
Merged

MartinRst merged 2 commits into
kestra-io:mainfrom
somuai:feat/ai-multi-agent-self-healing-orchestrator

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@somuai

@somuai somuai commented Oct 6, 2026 •

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Summary

Adds flows/ai-multi-agent-self-healing-orchestrator.yaml for Kestra Hacktober Track 02 (Blueprints).

What it does

An enterprise-grade autonomous multi-agent engineering workflow that orchestrates:

  1. Spec Architect Agent: Ingests high-level engineering tasks via Webhook or Schedule and synthesizes formal functional specifications, security boundaries, and acceptance criteria in spec.json.
  2. Parallel Agent Synthesis: Executes a Coder Agent (producing clean Python modules and pytest assertions) in parallel with a Security Auditor Agent (Red-Team) performing static AST scans against OWASP Top 10, CWE-78 (Command Injection), and CWE-1333 (ReDoS).
  3. Consensus & Docker Sandbox Gate: Evaluates security compliance score (>=90/100) before executing pytest unit tests and assertion coverage within an isolated python:3.11-slim container.
  4. Human-in-the-Loop Governance (Pause): Enforces an interactive 24-hour Kestra Pause task for Lead SRE sign-off before automated dispatch to production and Slack alerting.
  5. Self-Healing Reflection: On qualification failure, triggers diagnostic telemetry and quarantine alerts.

Hacktoberfest Track 02 Requirements Checklist

  • Minimum 3 runnable tasks: 5 runnable tasks (setup_fleet_context, spec_architect_agent, coder_agent, security_auditor_agent, docker_sandbox_test_runner)
  • At least 1 flow task: io.kestra.plugin.core.flow.Parallel, io.kestra.plugin.core.flow.If, and io.kestra.plugin.core.flow.Pause
  • At least 1 trigger: Webhook trigger (io.kestra.plugin.core.trigger.Webhook) + Schedule trigger (io.kestra.plugin.core.trigger.Schedule)
  • Non-core plugins used: Python Scripts with Docker Runner (io.kestra.plugin.scripts.python.Commands, io.kestra.plugin.scripts.runner.docker.Docker), Slack Notifications (io.kestra.plugin.notifications.slack.SlackIncomingWebhook)
  • Zero hardcoded credentials: All sensitive tokens utilize {{ secret('...') }}
  • Tags & Metadata: Adheres to allowed tags (AI, DevOps, Automation), complete extend block with SEO metadata, rich markdown documentation, and creator attribution.
  • Local Execution Verified: 100% of generated pytest assertions pass in containerized sandbox with zero regressions.

#KestraHacktober

@kestrabot kestrabot Bot added this to Pull Requests Oct 6, 2026
@somuai
somuai force-pushed the feat/ai-multi-agent-self-healing-orchestrator branch from d292c4d to b042c43 Compare October 6, 2026 23:26
@somuai
somuai force-pushed the feat/ai-multi-agent-self-healing-orchestrator branch from b042c43 to 9844bf2 Compare October 6, 2026 23:27
@MartinRst
MartinRst merged commit d41a4f1 into kestra-io:main Oct 6, 2026
@MilosPaunovic MilosPaunovic added the kind/external Pull requests raised by community contributors label Oct 21, 2026
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3 participants