LinkedIn Automation

LinkFlow

Precise, open-source LinkedIn automation for controlled outreach.

A self-hosted outreach system designed around CSV-driven workflows to ensure human-like engagement at scale without random discovery.

Automation EngineeringBackend SystemsWorkflow DesignOpen-Source Build

Impact summary

Scalable, precise outreach with full control over lead engagement.

CSV-driven precision

Human-like engagement

Self-hosted control

Delivery year: 2026

Challenge

Outbound outreach often lacks precision, leading to low conversion rates and risks to professional account standing.

We engineered a system that strictly follows user-provided lead lists, executing coordinated engagement patterns that mimic human behavior.

Provided a reliable, scalable way for teams to manage outreach campaigns while maintaining the highest level of account safety and lead quality.