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Log

Notes from the operation.

Deliverability breakdowns, stories from building Ahmed's tools, and ideas on AI and operations — written as it happens, not polished after the fact.

IdeasAug 28, 2026

The Impact of AI on Email Marketing

Artificial Intelligence is transforming email marketing by enabling personalized experiences, automating processes, and enhancing analytics. This post explores the key benefits of integrating AI into your email strategies.

  • #AI
  • #Email-Marketing
  • #Automation
  • #Personalization
  • #Analytics
  • #Marketing-Strategies
  • #Customer-Engagement
TechnicalAug 22, 2026

Why we stopped tracking warm-up in a spreadsheet

Warm-up is one of the most important things you can get wrong in sending infrastructure — and one of the easiest to forget about, because it's slow and manual by nature. Here's what automating it actually fixed.

  • #email-warm-up
  • #deliverability
  • #PMTA
  • #automation
Field NotesAug 4, 2026

What building a daily report taught me about signal vs. noise

The first version of our daily operations report had everything in it — and nobody read past the first three lines. Here's what changed when I started designing for what people actually act on.

  • #reporting
  • #operations
  • #MailPilot-AI
TechnicalJul 14, 2026

Why your emails land in spam (even when nothing looks wrong)

Deliverability isn't one setting — it's a chain of trust signals. Here's how I diagnose spam placement when a campaign that used to work suddenly doesn't.

  • #deliverability
  • #PMTA
  • #email-infrastructure
Field NotesJun 2, 2026

Why I built MailPilot AI instead of buying another dashboard

The operation was running on five disconnected tools and a spreadsheet. Here's the actual bottleneck that made me build our own platform instead of adopting another one.

  • #MailPilot-AI
  • #internal-tools
  • #operations
IdeasMay 19, 2026

AI won't fix a broken process — it will just break it faster

Every business I talk to wants to 'add AI' somewhere. The ones who get value from it are the ones who fix the process first.

  • #AI-automation
  • #operations
  • #opinion