Field Notes

Outbound, AI & automation — in the wild.

Playbooks, post-mortems and pattern recognition from running AI outbound and custom AI systems in production every day.

01Lead Generation11 min read

How to do B2B lead generation in 2026 (without burning $50K on tools)

A practical, no-fluff guide to building a B2B lead generation engine that actually books meetings — ICP, channels, infrastructure, AI personalization, reply management.

May 18, 2026Read →
02LinkedIn10 min read

How to generate B2B leads on LinkedIn (the 2026 playbook)

Sales Nav targeting, multi-account orchestration, AI-personalized openers and reply management — the full LinkedIn lead gen system that books qualified meetings weekly.

May 15, 2026Read →
03LinkedIn9 min read

How to automate LinkedIn outreach (safely, in 2026)

Account warming, safe daily limits, residential proxies, multi-account rotation, and AI personalization — what actually works without getting banned.

May 13, 2026Read →
04Cold Email9 min read

How to write a cold email that actually gets replies in 2026

Subject lines, openers, value-add, CTAs and length — broken down with real examples from sequences pulling 5–8% positive reply rates today.

May 10, 2026Read →
05Strategy8 min read

How to combine LinkedIn outreach with email campaigns (and quadruple replies)

The orchestration pattern that turns LinkedIn + Email + WhatsApp into one coherent buyer journey — with the exact 14-day sequence we run for clients.

May 6, 2026Read →
06Lead Generation8 min read

Lead generation agency vs in-house SDR team: the honest math

Loaded cost, ramp time, tooling, deliverability, churn risk — what actually pencils out in 2026 when you compare an outbound agency to building your own SDR team.

May 2, 2026Read →
07Outbound9 min read

The 2026 AI outbound playbook: what actually still works

Deliverability is collapsing, replies are at all-time lows, and most 'AI personalization' is worse than no personalization. Here's what's working in production right now.

May 12, 2026Read →
08Strategy7 min read

Why email-only outbound is officially dead (and what replaced it)

A 14-month look at reply-rate data across Email, LinkedIn and WhatsApp — and the orchestration pattern that quadruples qualified conversations.

Apr 28, 2026Read →
09Custom AI12 min read

Voice agents in production: what nobody tells you about sub-second latency

Real-world lessons from shipping voice AI handling 70% of a services brand's inbound calls — infra choices, fallbacks, and the unsexy parts.

Apr 10, 2026Read →
10Hybrid SaaS6 min read

Stop buying sales SaaS. Build the engine once, own it forever.

The hidden cost of stack tax — and why a single owned workspace beats nine third-party tools on cost, performance and accountability.

Mar 22, 2026Read →
11Deliverability8 min read

Deliverability in 2026: the new rules of getting into the inbox

Google and Microsoft tightened the screws again. Here's the warm-up cadence, domain architecture and content patterns that still land.

Mar 4, 2026Read →
12Outbound10 min read

AI personalization that doesn't suck (and how to spot the kind that does)

The difference between '{{first_name}}, I saw your LinkedIn' and personalization that actually earns a reply — with examples from live campaigns.

Feb 18, 2026Read →