# SocialsOS Daily Batch - 2026-05-05

Dry run: false

## Selected Experiment

- EXP-001: Backend AI Production Audit
- Platform: LinkedIn
- First action: Create one-page offer and prepare 20 approved founder DM drafts
- Metric: 2 replies or 1 call

## LinkedIn Manual Draft

Backend AI Production Audit: 7-day audit for AI/backend systems

I am using this as today's Flowbit distribution focus because the practical pain is clear: Fastest cash path.

First action: Create one-page offer and prepare 20 approved founder DM drafts
Metric I will track: 2 replies or 1 call

I can help founders and teams architect MVPs, harden backend systems, review AI workflows, and turn messy production risk into an execution plan. Current rate: $50/hour.

If this is close to a problem you are solving, book a scoped call: https://cal.com/stockprints

https://princeraj.one/

## Founder Outreach Template

Hi {{first_name}}, I noticed {{specific_context}}.

I am running a focused Backend AI Production Audit for founders shipping AI/backend systems. The useful output is a ranked production-risk map, a 7-day fix plan, and a 30-day cleanup path.

The areas I usually inspect are LLM workflow reliability, API/auth boundaries, queues/workers, data stores, deployment, rollback, observability, and cost-risk visibility.

If this maps to something you are dealing with, I can do a scoped call first:
https://cal.com/stockprints

Prince

## Human Approval Queue

- Approve or edit today's LinkedIn post draft before it is copied into LinkedIn.
- Approve each named founder/company before any outreach message is sent manually.
- Confirm whether the claim uses only public experience, public projects, or approved personal positioning.
- Confirm whether a booked call is qualified enough for paid audit discussion or should stay exploratory.

## Lead Qualification Questions

- What product are you shipping and who uses it?
- Where is the biggest AI/backend production risk right now?
- What stack is involved: language, database, queues/workers, cloud, CI/CD, AI provider?
- Is this pre-launch, newly launched, or already serving production users?
- What would make a 7-day audit financially worth it for you?

## DEV Draft

# Backend AI Production Audit: 7-day audit for AI/backend systems

I am building Flowbit as a set of focused operating systems for LifeOS, CareerOS, RevenueOS, and SocialsOS. Today's distribution focus is Backend AI Production Audit.

The offer or asset: 7-day audit for AI/backend systems.

The useful angle:

- Who it helps: founders, operators, and technical teams dealing with backend ai production audit.
- Why it matters: it turns vague engineering risk into a concrete next action.
- First action: Create one-page offer and prepare 20 approved founder DM drafts.
- Success metric: 2 replies or 1 call.
- Rate: $50/hour.

What I can help with:

- AI/backend architecture reviews.
- MVP architecture and implementation planning.
- Node.js, TypeScript, Go, APIs, queues, workers, and data systems.
- Docker, GitHub Actions, Jenkins, CI/CD, rollback, and deployment hardening.
- Auth, RBAC, rate limits, observability, incident review, and production risk cleanup.

Contact routes:

- Website: https://princeraj.one/
- Book a call: https://cal.com/stockprints
- GitHub: https://github.com/starkprince
- LinkedIn: https://linkedin.com/in/starkprince
- DEV: https://dev.to/starkprince

If this maps to a problem you are currently facing, the next step is a scoped conversation or a small diagnostic asset, not a vague long engagement.

Do not name employers, clients, or private company projects in public social copy.

Outbound rule: named-person messages are drafts only until Prince approves the target and final wording.

Experiment: EXP-001
Tags: backend, ai, production, founders

## Actions

- Owned: prepared - Set SOCIALS_OWNED_WEBHOOK_URL to send this draft to an approved publishing workflow.
- DEV: prepared - Set DEV_API_KEY and SOCIALS_DEV_AUTOPUBLISH=true to create DEV articles.
- GitHub: prepared - Set SOCIALS_GITHUB_CREATE_ISSUE=true with GITHUB_TOKEN and SOCIALS_GITHUB_REPO to create issues.
- LinkedIn: manual-ready - LinkedIn posts, DMs, comments, likes, profile actions, and connection requests stay manual. The runner only prepares copy and approval context.
- Newsletter: prepared - Set SOCIALS_NEWSLETTER_WEBHOOK_URL to send this draft to an approved publishing workflow.
- Social relay: prepared - Set SOCIALS_SOCIAL_RELAY_WEBHOOK_URL to send this draft to an approved publishing workflow.