Coding Agent Loop

🚀 AgentWorks

**AgentWorks** is an AI operations platform for running many autonomous workflows like an organization. Define goals, build workflow agents, run them on schedules, and let Pulse, Auto-improve, Chief of Staff, and the dashboard help you manage by exception instead of watching logs.

[](https://github.com/manishiitg/coding-agent-loop/releases/latest)   [](#license--architecture-foundations)

The Goal

AgentWorks is built for teams that want to scale from a few manually checked automations to **100+ goal-driven workflow agents**. The product is an operating system for an AI-run organization:

• Workflows do the work: reusable agents execute research, coding, reporting, browser tasks, back-office operations, and channel conversations.
• Pulse keeps each workflow reliable: after runs, it checks whether the workflow actually worked, records Bug/Goal verdicts, hardens operational issues, reports cost/time, backs up, publishes, and notifies only on meaningful transitions.
• Auto-improve moves workflows toward goals: on a schedule, it reads cross-run evidence, refreshes stale reports/learnings/KB/db contracts, adjusts cadence, and applies bigger changes only when evidence is strong and backed up.
• Chief of Staff / Org Pulse manages the whole org: it reads workflow evidence against pulse/goals.html, audits model/cost posture, harvests durable memory, and writes proposal-only recommendations for the user or builder.
• The dashboard is the operating view: it rolls workflow health, goal progress, costs, recommendations, and exceptions into one place so a human manages decisions, not every run.

The high-level