Engineering & Growth Blog

Deliverability insights,straight from the engineers

Deep dives into outbound infrastructure, agency operations, AI triage, and cold email strategy.

FeaturedDeliverability

How We Solved Deliverability with 200% Compulsory P2P Warm-Up

Why optional warm-up pools decay over time — and how a mandatory peer-to-peer sending architecture keeps agency inboxes at 95%+ inbox placement consistently.

Nov 8, 2026 6 min read

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6 articles
Client Management

The Outbound Agency Dilemma: Why Clients Should Never See Your Raw Dashboard

How branded OTP client portals turn messy sequence analytics into crisp ROI demonstrations that prevent client churn and justify retainer hikes.

Nov 2, 2026 4 min read
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Tax & Compliance

Tax & Compliance Blueprint for Indian Agency Founders (Section 44AD)

Navigating GST, dual payment gateways (Razorpay + Paddle), and presumptive taxation under Section 44AD without a full-time CA on retainer.

Oct 26, 2026 8 min read
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AI & Automation

Inside the DeepSeek V4 Pro 6-Stage Reply Classification Pipeline

How we trained and tuned the AI triage engine that now processes 100k+ cold email replies monthly with 94%+ accuracy across 6 intent categories.

Oct 18, 2026 10 min read
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Infrastructure

Building a High-Throughput Email Relay on Rust + Tokio

The architectural decisions behind Mailzop's Rust-based VPS relay: async dispatch, AES-256-GCM credential handling, and multi-node reputation isolation.

Oct 10, 2026 12 min read
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Agency Growth

How Top Cold-Email Agencies Price Their Retainers in 2026

A data-backed breakdown of agency pricing models — per-lead, per-mailbox, performance-based — and which works best at different growth stages.

Sep 28, 2026 7 min read
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