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Blog

A guide for the moments that need judgment

  • Meta·Update·Apr 17, 2026

    Ad Account Hacks — What NodeStealer and DuckTail Actually Are, and How to Respond

    Meta's official security report. How your ad account gets hijacked — symptoms, prevention, and recovery steps.

    #security#account-security#2fa#hacking
  • Meta·Update·Apr 13, 2026

    Andromeda Rollout — What's Changing in Your Account

    The entire ad matching engine just got swapped out. Pushing a single winning creative the old way now actively hurts you.

    #andromeda#algorithm#advantage-plus
  • Meta·Update·Apr 6, 2026

    GEM — Meta Ads AI's "Central Brain," and What Changes for You

    A large foundation model driving a 5% lift on Instagram and 3% on Facebook conversions. The engine behind Andromeda and Advantage+.

    #gem#advantage-plus#andromeda#algorithm
  • Meta·Update·Apr 4, 2026

    2026 Q1 Review — What Andromeda, GEM, and REA Actually Changed

    Mid-point check on Meta ads in Jan–Mar 2026. Felt impact of Andromeda, GEM, and REA, how well advertisers are adapting, and what's still open.

    #review#2026-q1#retrospective#andromeda#gem#rea
  • Meta·Update·Mar 25, 2026

    Manus × Meta — Autonomous AI Agents Are Now Touching Ad Operations

    Manus autonomous AI integrated into Ads Manager, Instagram, and WhatsApp. Campaign reports, creator discovery, and content management get automated. How much of the operator's job is about to shrink.

    #manus#ai-agent#automation#ads-manager
  • Meta·Update·Mar 25, 2026

    Messenger × WhatsApp Ads Integration — How Meta's Messaging Ads Are Changing

    Meta is reshaping Messenger, WhatsApp, and Instagram Direct ads into one unified ecosystem. What it means in different regions and for B2B and service businesses.

    #messenger#whatsapp#messaging#direct-response
  • Meta·Update·Mar 23, 2026

    Friend Bubbles — What Reels' "Friend-Based" Discovery Means for Ads

    Facebook Reels now uses friend network signals in recommendations. Content liked by your friends gets priority. Ad creatives are shifting toward "shareability."

    #reels#social-discovery#friend-signals#viral
  • Meta·Update·Mar 20, 2026

    REA — An AI Agent Is Replacing Meta's Ranking Engineers

    Autonomous AI is improving Meta's ad ranking models. First rollout: 2x model accuracy, 5x engineer output. What this changes for advertisers.

    #rea#algorithm#ai-agent#ranking
  • Meta·Update·Feb 16, 2026

    2026 Multi-Platform Budget Allocation — Meta vs Google vs TikTok

    2026 budget-allocation guide by vertical and objective. A cross-platform strategy framework for the AI-automation era.

    #budget-allocation#multi-platform#strategy-2026
  • Meta·Update·Feb 2, 2026

    New Open-Source LLMs Released — What Advertisers Should Care About

    Llama 3.x, DeepSeek, Qwen and other new open-source LLMs are live. What this changes for ad operations and creative generation.

    #open-source#llm#ai-infrastructure#creative
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