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Insights & Guides
Practical strategies for outbound, performance marketing, and revenue operations — built for European tech SMBs.

Token-Efficient Software: Why the Next Era of Architecture Will Be Shaped by How AI Reads, Not How Humans Click
Token efficiency is the most consequential architectural shift since mobile-first design. When AI agents become the primary operators of software, every layer of the stack — data formats, APIs, UIs, pricing, deployment — gets re-evaluated through a new lens: how many tokens does it cost?
There Is No Right Way to Use Claude Code — But There Are Smarter Ways
The creator of Claude Code ships 20-30 PRs per day running parallel AI sessions. His approach is structured, diligent, and surprisingly simple. Here's what we can learn from it.

We're Building an AI-Native Agency. Here's What That Actually Looks Like.
Y Combinator just added AI-native agencies to their Requests for Startups. We've been building one for three months. Here's what they got right — and what they left out.

What Happens When AI Can Improve Itself — And What It Means for Your Business
AI researcher Andrej Karpathy describes December 2024 as the moment AI agents became reliable enough to delegate real work to. Here's what that shift means for B2B founders and operators.

The Claude Code GTM Stack: Running an Entire Go-to-Market Operation from Your Terminal
How to use Claude Code as a unified command center for your entire GTM operation — connecting CRM, CMS, ads, and comms through MCP from a single terminal.

AI Agents Don't Need UIs: Why CLI-First Tools Like Claude Code Are the Future of Marketing Ops
Terminal-based AI tools outperform dashboards for marketing operations. Here's why the future of marketing ops is conversational, not clickable.

RevOps in the Age of AI Agents: From Data Steward to Systems Governor
Revenue operations in 2026 is shifting from manual process management to AI systems governance — where RevOps professionals decide how AI agents behave, what data they can trust, and how automation connects across the GTM stack.

Agent-Led Growth: The GTM Operating Model of the Future
Agent-led growth (ALG) is a go-to-market operating model where AI agents autonomously execute revenue workflows — prospecting, enrichment, outreach, qualification, and pipeline management — with humans providing strategic direction rather than manual execution.

How to Build a RevOps Framework from Scratch (Even as a Solo Founder)
A RevOps framework is a structured system that aligns your sales, marketing, and customer success operations around shared data, processes, and revenue goals — and you don't need a dedicated RevOps team to build one.

The GTM Playbook for SMBs: Demand Generation Without a 10-Person Team
Building a demand generation engine as a small B2B team doesn't require enterprise budgets or a 10-person marketing department — it requires focus, the right tools ($200-500/month), and a system that compounds over time.
Why RevOps Is the Growth Engine Your SaaS Needs in 2026
Most SaaS companies hit a wall between 1M and 5M ARR — not because of product, but because their go-to-market teams operate in silos. RevOps fixes that.