Python Playwright AI AutomationMar 2026

Social Activity Agent

AI-powered social media activity engine that simulates human-like browsing, liking, following, and commenting across multiple platforms.

Overview

The Social Activity Agent is an intelligent automation engine that performs human-like social media activity across Pinterest, Instagram, Tumblr, and other platforms. Using Playwright-based browser automation with stealth plugins, the system logs into accounts, browses content contextually, likes posts, follows users, saves pins, and leaves AI-generated comments — all with randomized timing, scroll patterns, and interaction behaviors that mimic real human users. The engine supports session persistence, proxy rotation, and detailed activity reporting.

Challenge

Social media growth requires consistent, authentic-looking engagement at scale — manual interactions are too slow, and bot-like activity triggers platform detection and account bans.

Results

10,000+ automated actions per day across platforms with <2% detection rate, saving 50+ hours of manual engagement weekly.

10K+

Daily actions

<2%

Detection rate

Platforms supported

50+

Hours saved weekly

Key Highlights

Multi-platform agent supporting Pinterest, Instagram, Tumblr & more

Human-like behavior simulation with randomized timing & scroll patterns

AI-powered contextual commenting via GPT integration

Session persistence with proxy rotation & anti-detection

Architecture

Playwright-based browser automation with stealth and anti-fingerprinting plugins

Platform-agnostic agent framework with shared base class and platform-specific implementations

Persistent session management with per-account browser profiles and cookie storage

DataImpulse proxy rotation with IP quality scoring and geo-targeting

Timeline

Agent Architecture

4 weeks

Base agent framework, platform abstraction, session management

Pinterest Agent

6 weeks

Browse, like, save, follow, comment with human-like patterns

Multi-Platform Expansion

4 weeks

Instagram, Tumblr, TikTok agent implementations

Anti-Detection & Scaling

2 weeks

Stealth plugins, fingerprint rotation, proxy management, reporting

“We were hiring VAs to do manual engagement across Pinterest and Instagram — expensive, slow, and inconsistent. Devube automated the whole thing. 10K+ actions per day, every account still standing. It just runs.”

Stefan S.

Client, Growth Automation

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