AI BUILDERS STACK
The blog

Notes from people who actually ship.

Build logs, tool breakdowns, and hard-won lessons from the community and the agency. No thought-leadership, no recycled hype.

Tool Breakdown

n8n vs Make in 2026: where each one actually wins

We run both daily across 60+ client systems. The honest split: when self-hosting pays off, and when it absolutely does not.

K

Kaan

Jul 7, 2026 · 11 min

Playbook

The lead-scoring agent we deploy for almost every client

One flow: enrich, score, route, notify. Copy the template, swap two credentials, and it runs on your CRM tonight.

M

Mara S.

Jul 3, 2026 · 7 min

Opinion

Stop building AI wrappers. Start building boring automations.

The least glamorous systems we ship make clients the most money. A case for boring, and the numbers behind it.

K

Kaan

Jun 28, 2026 · 5 min

Build Log

Teaching a support bot to say "I don't know"

Hallucinated refund policies almost cost a client real money. How we added a confidence gate and what it changed.

T

Tomas V.

Jun 24, 2026 · 8 min

Playbook

From voice note to CRM entry in 90 seconds

Field sales teams hate typing. Whisper + one webhook + a parsing prompt = notes that file themselves.

M

Mara S.

Jun 19, 2026 · 6 min

Tool Breakdown

We tested 6 RAG stacks on the same 10,000 documents

Same corpus, same questions, six setups. Retrieval accuracy, latency, and cost — with the full results table.

T

Tomas V.

Jun 12, 2026 · 13 min

Build Log

What broke when a client's automation hit 10x volume

Rate limits, race conditions, and a queue we should have added on day one. The post-mortem, unedited.

K

Kaan

Jun 5, 2026 · 9 min

Opinion

Your business doesn't need an AI strategy. It needs one working system.

Why we tell prospects to skip the roadmap workshop and ship a single automation first.

K

Kaan

May 29, 2026 · 4 min

Playbook

The weekly report that writes itself from 4 data sources

Stripe, HubSpot, support inbox, ad spend — one Friday digest, zero copy-paste. Full recipe inside.

M

Mara S.

May 22, 2026 · 6 min

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