The Engine Log
We publish the actual work.
Operational artifacts. Real protocols, real numbers, downloadable templates. The same playbooks we run for paying clients, published in public.
Writing to Be Quoted, Not Ranked
Search stopped being a list of links you click and became an answer a machine reads back to you. That changes the job. You are no longer optimizing a page to rank; you are engineering a claim to be quoted. This article names the atomic object of that work, the Citable Unit, and shows the exact construction we use on the article you are reading.
Read the article →The Four Attribution Models Founders Confuse
"Attribution" is one word doing four jobs. Founders use it to mean credit, cause, allocation, and story, then accept the answer to one question as if it settled another. This article separates the four models, names the costly error of crossing them (the Attribution Mismatch), and gives the one question to ask before you trust any attribution number.
Read the article →Not a Freelancer, Not a SaaS: The Agent-Staffed Function
One person running a full marketing function with a department of specialized AI agents underneath gets filed as either a freelancer with ChatGPT or a SaaS product. Both labels mispredict it. This article names the third structure, the Agent-Staffed Function, gives the three-layer test for whether a function qualifies, and shows the receipt that proves the shape transfers.
Read the article →The 27-Agent Architecture: Why Role Specialization Beats One Big General AI
Most products marketed as 'AI marketing' are one generalist model wearing different hats. The 27-agent architecture is the opposite bet. Three real receipts from the last two weeks show why role specialization is a quality lever, not an organizational nicety.
Read the article →The 4-Hour Competitive Teardown: A Protocol for Operators Who Don't Have Six Weeks
Competitive teardowns used to take a strategy consultant six weeks of calendar time and $30,000. The work itself was always under a working day. This is the protocol for compressing it back to that working day, with output a senior operator can act on Monday morning.
Read the article →The Queue Problem: Why Every Agency Pathology Has the Same Root Cause
Every frustration with a marketing agency — slow turnaround, fragmented teams, opaque pricing — is a downstream symptom of one structural cause. Once you can name it, every conversation with a current or prospective agency gets shorter.
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New artifacts go out when they are worth sending. No filler, no schedule for the schedule's sake.
What gets published here
Operational protocols
The actual playbooks the engine runs - which agents, in what order, with what prompts. Reader can copy and run it.
Operational case studies
Deeper than a portfolio entry. Focused on protocol and orchestration, not testimonials.
Engineered teardowns
A public brand’s recent marketing run through the engine. Concrete findings with screenshots.
Flagship frameworks
Long-form canonical references. The complete-guide-to-X pieces.
Failure post-mortems
Public analysis of what didn’t work. Numbers, diagnosis, fix. The build-in-public tax content.
Industry analysis
When something big shifts, the engine analyzes it within forty-eight hours.
For Linara’s broader operator-education writing, see Built Not Hired.
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