LAB & ENGINEERING NOTES
Open the assumptions.
Inspect the system.
Practical tools and working methods for the decisions that sit beneath the demo.
TOOLS / FREE TO USE
NO SIGN-UP.ATS
CV checker ↗
See the exact text an applicant tracking system reads from your CV, what got in the way, and how it compares with a job ad. Your CV never leaves your browser.
=02 / YOUR DATAExcel formula
& SQL generator ↗
Describe what you want and get a formula or query that has been run on your own rows before you see it.
∑03 / PLANNINGRAG index
sizing calculator ↗
Estimate chunk count, embedding input and raw vector storage. Change the assumptions and see what moves.
↗04 / REVIEWProduction
readiness checklist ↗
Review evidence, permissions, failure handling and ownership. Export the gaps as a working checklist.
ENGINEERING NOTES
01 / RAG / EVALUATIONA good answer is not an evaluation.
How to separate retrieval quality from answer quality.
↗02 / DATA / DOCUMENTSYour retrieval problem might be a document problem.
Inspect parsing and source structure before changing the model.
↗03 / AI / WORKFLOWSBefore you give an agent the keys.
Define actions, approval and recovery before adding autonomy.
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