Pulse AI - Autonomous Multi-Agent System

Multi-Agent Architecture

Planning Agent: Decomposes high-level goals into executable tasks. Monitors progress.

Execution Agent: Runs skills, observes outcomes, triggers corrections if failed.

Skill Learning Agent: Detects capability gaps, generates new JSON skills autonomously.

Autonomous Skill Learning

Agents identify missing skills, generate complete parameter schemas, achieve 100% success rate via templates. No human prompts required.

{"name": "cloudflare:list_accounts", "description": "Query Cloudflare API for account IDs", "params_schema": {} }

Generated and deployed in real-time for infrastructure tasks.

Goal-Aware Execution + Self-Correction

Goal

→

Plan

→

Execute

→

Observe

↩

Loops until success. Redis coordinates state.

Not Your Typical Tool

vs Chatbots: No back-and-forth. Give goal, get results. Permanent learning.
vs RPA: Scripts are rigid. Pulse learns new APIs/skills dynamically.
vs Traditional Automation: Single-threaded, no adaptation. Pulse: agents, correction, infra mgmt.

See Agent Coordination In Action

$ pulse execute 'Create UNIQUE landing page for Pulse AI, deploy to pulsev2.miike.lol'
[Planning] Tasks: mkdir public_v2, write index.html, pages_deploy, dns_create_record
[Execution] fs_mkdir(path='/home/user/ai/pulse/public_v2') → ✓
[Skill Learning] Gap: Cloudflare DNS → Generated cloudflare:dns_delete_record
[Execution] cloudflare:pages_deploy(build_dir='public_v2', project_name='pulse-landing-page-v2') → ✓
[Self-Correct] DNS conflict on 'pulsev2' → Deleted old record, created CNAME → Validated
✓ Goal complete. Live: https://pulsev2.miike.lol

This Page Proves It

This page was deployed autonomously by Pulse AI. No human touch.

$ npx wrangler pages deploy public_v2 --project-name=pulse-landing-page-v2 --branch=main

  ⬆️  Uploading... (12 files)
  ✨ Upload complete!

  https://pulse-landing-page-v2.pages.dev