Watch the idea
The concept
Builder
RAG, agents, evals, APIs
Deployer
Sit with the customer and install
Product
AI PM · what not to automate
Domain + AI
A skill inside marketing, HR, ops
A plan beats a mood
Job search panic looks like twelve courses and zero artifacts. A 90-day plan is one door, one project, one resume pass, and a weekly mock. KatralAI is built so those four sit in the same academy.
30 · 60 · 90
Days 1–30: pick the role, gather a real corpus, write ten eval cases by hand. Days 31–60: retrieval + answer + refusal, shown to a friend. Days 61–90: scores, resume bullets, interview voice, apply while the demo is warm.
Do not collect tools
One stack you can defend is worth more than five logos. If a new framework does not change your eval score or your user's time, skip it. Depth reads as seniority. Breadth without proof reads as noise.
Worked example
A calendar, not a wish
Week 1: role oracle + this lesson. Week 2: corpus. Week 4: first eval. Week 8: demo. Week 10: resume enhance. Week 12: three mock interviews in KatralAI. That is a hireable quarter.
Picture to keep
30 · 60 · 90
- 1Pick the wound
- 2Ship with evals
- 3Tell the story