# Loop Desk

Always-on AI workspace for owner-led teams. Watches external signals, maintains durable memory, queues every output for human approval.

## About
Loop Desk is a governance-first AI workspace. It runs a continuous background loop that captures signals (orders, feedback, competitor moves, market shifts), generates tasks, drafts approval-ready outputs (briefs, decisions, drafts, watchlists, notes), and never publishes or acts without explicit human sign-off.

## Capabilities
- Continuous signal capture from RSS, review sites, LinkedIn bridges, inbound webhooks, and email forwarding
- Durable workspace memory with importance scoring and tag filtering
- Approval-first output queue (briefs, decisions, drafts, watchlists, notes)
- Per-task work logs and operator notes for human-in-the-loop steering
- Multi-operator workspaces with role-based permissions and task assignment
- Programmatic API v1 (Bearer token) and outbound webhooks (HMAC signed)
- Cost cap, scheduled pause, Slack quiet hours, and timezone-aware scheduling

## Pricing
Flat-fee tiers. Free (3 sources, 15-min loop floor), Pro (25 sources, 5-min floor), Team (100 sources, 1-min floor). No metered credits.

## Blog categories
- Approval & Governance (9 posts): Human-in-the-loop, approval workflows, and the case for governance-first AI.
- Memory & Context (6 posts): Durable memory, business context, and why one-shot prompts are not enough.
- Signal & Workflow (14 posts): Capturing the right signals, the loop model, and turning noise into next actions.
- Founder Operations (6 posts): Owner-led teams, day-to-day operations, and the realities of running small.
- Market & Customer (5 posts): Competitor moves, market shifts, and what customer feedback is really telling you.
- AI Strategy & Practice (36 posts): How to delegate to AI, what good output looks like, and where the wins are.

## Recent articles
### Navigating the New Security Landscape in CI/CD
URL: https://loopdesk.space/blog/navigating-new-security-landscape-cicd
Date: 2026-06-08
Description: GitHub's enhanced security features may complicate your CI/CD processes. Here's how to adapt your strategies effectively.
### GitHub's New Tools: Efficiency Gains or Hidden Complexities?
URL: https://loopdesk.space/blog/github-new-tools-efficiency-complexities
Date: 2026-06-07
Description: GitHub's latest optimization tools promise to enhance CI/CD workflows but may introduce complexities that disrupt deployment integrity.
### GitHub's New Features: Simplifying CI/CD or Adding Complexity?
URL: https://loopdesk.space/blog/github-new-features-cicd-complexity
Date: 2026-06-06
Description: GitHub's latest features promise to streamline workflows, but they may introduce complexities that could hinder CI/CD processes if not managed well.
### How Clean Tech Funding Can Transform Your CI/CD Strategy
URL: https://loopdesk.space/blog/clean-tech-funding-cicd-strategy
Date: 2026-06-05
Description: Explore how recent clean tech funding can enhance CI/CD practices and align your development processes with sustainability goals.
### Funding Sustainability: A Catalyst for CI/CD Innovation
URL: https://loopdesk.space/blog/funding-sustainability-cicd-innovation
Date: 2026-06-04
Description: Recent funding for clean tech offers tech leaders a chance to align CI/CD strategies with sustainability goals, enhancing reputation and competitiveness.
### Exploring the CI/CD Impacts of Apple’s WWDC 2026 Announcements
URL: https://loopdesk.space/blog/ci-cd-impacts-wwdc-2026
Date: 2026-06-03
Description: Apple's WWDC 2026 could reshape CI/CD workflows with AI and automation innovations. Here's what you need to know.
### Exploring Microsoft Loop's Impact on CI/CD Workflows
URL: https://loopdesk.space/blog/microsoft-loop-impact-cicd-workflows
Date: 2026-06-02
Description: Microsoft Loop promises enhanced collaboration, but its integration into CI/CD workflows may challenge deployment integrity and team alignment.
### What Apple’s June 2026 Event Means for Your CI/CD Pipelines
URL: https://loopdesk.space/blog/apple-june-2026-ci-cd
Date: 2026-06-01
Description: Prepare your CI/CD workflows for Apple's upcoming AI features and ensure your organization leverages these innovations effectively.
### Transforming Compliance into Competitive Advantage
URL: https://loopdesk.space/blog/compliance-competitive-advantage
Date: 2026-05-31
Description: Explore how new AI regulations can enhance CI/CD practices and drive innovation rather than stifle it.
### Redefining Developer Collaboration with OpenAI's API
URL: https://loopdesk.space/blog/redefining-developer-collaboration-openai-api
Date: 2026-05-31
Description: OpenAI's new API features can transform CI/CD workflows by enhancing collaboration between AI and developers for a more efficient deployment process.
### Preparing Your CI/CD for the Ethical AI Framework
URL: https://loopdesk.space/blog/ci-cd-ethical-ai-framework
Date: 2026-05-30
Description: Explore the challenges the new ethical AI framework poses for CI/CD processes and how to adapt your practices for compliance.
### Cloud Security Initiative: Rethinking Your CI/CD Strategy
URL: https://loopdesk.space/blog/cloud-security-initiative-cicd-strategy
Date: 2026-05-29
Description: The new Cloud Security Initiative urges teams to enhance CI/CD practices. Here’s how to turn compliance into a competitive advantage.

## Key links
- Product: https://loopdesk.space
- Docs: https://loopdesk.space/docs
- Blog: https://loopdesk.space/blog
- Changelog: https://loopdesk.space/changelog
- API index: https://loopdesk.space/api/v1
- JSON feed: https://loopdesk.space/api/blog/feed.json