--- title: "Set Noa | Tajo" description: "Marketing strategist and automation expert helping businesses scale their digital presence through smart tools and customer engagement strategies." url: https://tajo.io/set-noa/ markdown: https://tajo.io/set-noa.md lang: en-US alternates: {bg-BG: /bg/set-noa.md, cs-CZ: /cz/set-noa.md, de-DE: /de/set-noa.md, da-DK: /dk/set-noa.md, es-ES: /es/set-noa.md, fr-FR: /fr/set-noa.md, el-GR: /gr/set-noa.md, hr-HR: /hr/set-noa.md, hu-HU: /hu/set-noa.md, it-IT: /it/set-noa.md, ja-JP: /jp/set-noa.md, ko-KR: /kr/set-noa.md, ar-SA: /ar/set-noa.md, nl-NL: /nl/set-noa.md, no-NO: /no/set-noa.md, pl-PL: /pl/set-noa.md, pt-BR: /pt/set-noa.md, ro-RO: /ro/set-noa.md, ru-RU: /ru/set-noa.md, sv-SE: /se/set-noa.md, zh-CN: /zh-cn/set-noa.md, sl-SI: /sl/set-noa.md, sr-Latn-RS: /sr/set-noa.md, th-TH: /th/set-noa.md, tr-TR: /tr/set-noa.md, ur-PK: /ur/set-noa.md, vi-VN: /vi/set-noa.md, sk-SK: /sk/set-noa.md} --- # Set Noa Marketing strategist and automation expert helping businesses scale their digital presence through smart tools and customer engagement strategies. ## [Blog](https://tajo.io/blog/) ### [An evaluation rubric is a theory of good work](https://tajo.io/blog/a-rubric-is-a-theory-of-good-work/) Before an AI judge scores an agent, ask the person who knows the task which outcomes count and which errors disqualify the result. Oct 8, 2026 · 4 min read 3 sections ### [A useful map leaves things out](https://tajo.io/blog/a-useful-map-leaves-things-out/) A diagram helps when it preserves the relationships needed for a task. Name what it distorts and offer a companion view when another task needs those details. Oct 8, 2026 · 4 min read Station A → Transfer → Station B ### [Why a hundred nearly perfect steps still fail](https://tajo.io/blog/almost-perfect-steps-unreliable-chain/) A 99% reliable step repeated a hundred times succeeds only 36.6% of the time under a simple model. Here is what that means for long agent workflows. Oct 8, 2026 · 4 min read 3 sections ### [What is each approval protecting?](https://tajo.io/blog/approval-queues-and-the-cost-of-waiting/) Every approval can guard a real risk or add waiting. Map the decision path before removing or adding a gate. Oct 8, 2026 · 4 min read PREFLIGHT → ACTIVATION ### [Ask the source before copying the data](https://tajo.io/blog/ask-the-source-before-copying-the-data/) A question may need a fresh read from the source, not a second database. Choose remote access or sync by what the next system must do. Oct 8, 2026 · 4 min read Source of truth → Scoped query → Consumer ### [The person who knows the exceptions should shape the automation](https://tajo.io/blog/automation-begins-with-the-exceptions/) A workflow specification loses the cases that make work hard. Let the task expert define those cases while code enforces data and permission rules. Oct 8, 2026 · 4 min read Task expert → Reviewed rule → Execution ### [Cash runway is a race between revenue and the bank balance](https://tajo.io/blog/cash-runway-and-the-shape-of-survival/) A worked cash runway example shows why current losses and survival are different questions, and how fragile a growth projection can be. Oct 8, 2026 · 5 min read 3 sections ### [Put changing facts where they can be corrected](https://tajo.io/blog/changing-facts-need-a-home-outside-the-prompt/) A product catalog or API contract changes. If it lives in an agent prompt, every correction becomes a prompt edit and every call pays to reread it. Oct 8, 2026 · 4 min read 3 sections ### [Check everything cheaply; investigate the few that need it](https://tajo.io/blog/cheap-checks-before-expensive-judgment/) A broad first pass can keep costly judgment focused on uncertain cases. The design depends on what the cheap check misses, not just what it saves. Oct 8, 2026 · 4 min read FIRST → ONLY IF NEEDED ### [Make the constraint visible before choosing the work](https://tajo.io/blog/constraints-make-priorities-visible/) A visible limit turns a backlog into a choice. Show what each new request displaces before calling it a priority. Oct 8, 2026 · 4 min read 3 sections ## This page as Markdown: [set-noa.md](https://tajo.io/set-noa.md) Loading Markdown… [Open in Claude](https://claude.ai/new) [Open in ChatGPT](https://chatgpt.com/)