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LoopGrid Launch Guide

Soft Launch Strategy for Open Source

1. Naming Consistency

Package Names

Platform Package Name URL
GitHub loopgrid https://github.com/cybertechsoft/loopgrid
PyPI loopgrid https://pypi.org/project/loopgrid/
npm @cybertechsoft/loopgrid https://www.npmjs.com/package/@cybertechsoft/loopgrid

Display Name: LoopGrid

In docs and marketing: LoopGrid (capital L, capital G).

2. Platform Registration Checklist

GitHub (Do First)

  1. Push to: github.com/cybertechsoft/loopgrid
  2. Description: "Control Plane for AI Decision Reliability"
  3. Topics: ai, llm, infrastructure, compliance, eu-ai-act, python
  4. Create release: v0.1.0

PyPI

pip install build twine
python -m build
twine upload dist/*

npm

cd sdk/javascript
npm login
npm publish --access public

3. Soft Launch Promotion

Week 1: GitHub Launch

Twitter/X:

Introducing LoopGrid — the control plane for AI decision reliability.

• Immutable ledger with cryptographic hash chain
• Live LLM replay (OpenAI + Anthropic)
• EU AI Act compliance reports
• Human correction loop for ground truth

Open source. SDK-first. No dashboards.

github.com/cybertechsoft/loopgrid

LinkedIn:

AI systems make decisions in production. When they fail, teams can't answer: "Why did the AI do that?"

There's no system of record for AI decisions.

We built LoopGrid — an open-source control plane for AI decision reliability.

It's infrastructure, not a dashboard:
- Decision Ledger: Immutable, hash-chained records
- Replay Engine: Re-run decisions with live LLM calls
- Human Correction Loop: Ground truth for learning
- Compliance Reports: EU AI Act ready (Articles 12, 14, 9)

Check it out: github.com/cybertechsoft/loopgrid

Week 2: Hacker News

Show HN: LoopGrid — Open-source compliance infrastructure for AI decisions

AI systems make decisions in production. When they fail, teams can't trace, 
replay, or learn systematically. With EU AI Act enforcement 6 months away, 
every company deploying AI needs auditable decision records.

LoopGrid provides:
- Immutable decision ledger with SHA-256 hash chain
- Replay engine with live LLM re-execution
- Human correction loop for ground truth
- EU AI Act compliance reports (Articles 12, 14, 9)

SDK-first, API-driven, no dashboard. Python + JavaScript.

GitHub: https://github.com/cybertechsoft/loopgrid

Week 3-4: Developer Communities

  • r/MachineLearning, r/Python, r/devops
  • AI/ML Discord servers
  • Dev.to / Medium articles

4. Key Messages

One-Liner

LoopGrid — Control Plane for AI Decision Reliability

Problem

AI decisions in production have no system of record. EU AI Act requires one.

Solution

Cryptographically immutable decision ledger + live replay engine + compliance reports.

5. Install Commands

pip install loopgrid                    # Python
npm install @cybertechsoft/loopgrid     # JavaScript

6. Links