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From the field

Frameworks, breakdowns, and data from running outbound at scale. No fluff. Just what works.

From One Person to an AI-Powered Agency, What I Learned

The honest version of building an AI-powered outbound agency without a team. What broke, what worked, and what done actually means when you're running everything.

Sheyda Rezaei

April 14, 2026

•8 min read

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Founder

Billing Mistakes I Made Building an Outbound AI Agent Stack So You Don't Have To

Three billing mistakes across two AI providers while building my agency's agent layer. Every dollar lost, the exact root cause, and what I do now to make sure it does not happen again.

May 27, 2026

8 min

Strategy

How to Run LinkedIn Outreach Like the Top 1%

Seven patterns separate top-performing LinkedIn outreach from everyone else. Here is the data, the sequence structure, and the pipeline we actually run.

May 20, 2026

9 min

Agentic Outbound

How I Built the AI Agent Stack That Runs Outbound for Our Clients

Four active client campaigns, zero manual outreach. The exact agent stack we built: the tools, the key failures, and the infrastructure that holds it together.

May 15, 2026

9 min

Agentic Outbound

What Agentic Outbound Actually Looks Like Day to Day

Not a pitch. A real look at what changed when we handed operations to an AI agent. What it handles, what still requires judgment, and what a day looks like.

May 12, 2026

9 min

AI & Automation

The Reply Handler: How We Classify Replies Across 4 Platforms

A reply is not a lead until classified. Here is the system that handles four outreach platforms, classifies into nine buckets, and queues drafts for review.

May 8, 2026

11 min

Sequencing

The 3-Follow-Up Sequence That Doesn't Feel Like Chasing

Most follow-ups fail because they add nothing new. Here is the three-touch framework where every message stands alone and earns a reply on its own merit.

May 5, 2026

6 min

Email Strategy

Domain Reputation: The Setup We Run for Every New Client

Deliverability is infrastructure. Here is the complete setup we run for every new client: sending domains, SPF/DKIM/DMARC, warmup protocol, and volume ramp.

May 1, 2026

8 min

List Building

How to Audit a Lead List Before It Destroys Your Domain

A bad list does not just waste time. It poisons your sending domain for months. Here is the 7-point audit we run before any contact touches a sequencing tool.

April 28, 2026

9 min

Strategy

The Buying Signals We Actually Track (and How We Score Them)

Not all signals are equal. Here is the scoring matrix we use to decide which accounts get outreach and when, and why combining signals changes everything.

April 24, 2026

7 min

List Building

Signal-First List Building, Why We Stopped Chasing Volume

Volume-based lists damage your infrastructure. Here is the signal-first framework we use to build lists of 50 accounts that outperform lists of 5,000.

April 21, 2026

8 min

Stack & Ops

The Outbound Stack We Use and Why

Every tool in our outbound stack, what it does, and why we chose it over the alternative. No fluff, just what is actually running client campaigns today.

April 17, 2026

12 min

Founder Story

From one person to an AI-powered agency: what I learned

The honest version. What it actually took to build this, what broke, and what working reliably actually means.

April 14, 2026

10 min