STUD.com

Choose what to get done

EngineeringData & ResearchOps & Automation
76 objectives available

Input guard against prompt injection

A reusable guard that enforces type, length, and charset per field and rejects inputs smuggling section-break delimiters or fake instruction/role markers, before the LLM sees them.

30 creditsShip MVP

Interview panel coverage plan

A structured interview-loop plan mapping interviewers to competencies, sized per the research, with a dissenter assigned.

20 creditsLead Team

Job requisition spec

A complete requisition: responsibilities with success metrics, a must-have skills list capped to avoid the unicorn trap, a valid comp range, and a clean biased-language screen.

15 creditsLead Team

Logs, metrics, and traces instrumentation plan

A concrete plan covering all three observability pillars per service, plus an SLI for every golden signal, so you can actually see what your app is doing.

20 creditsKeep App Running

Maintainability index per module

The Maintainability Index (raw and 0-100 normalized) per module from Halstead volume, cyclomatic complexity, and lines of code, with a maintainability band.

15 creditsShip MVP

Model router that sends each query to the right LLM

A routing function that dispatches each query to the right model by its type, normalizing case and falling back to a default for any unlisted type.

20 creditsShip MVP

OpenAPI endpoint reference

A complete, well-formed reference for one endpoint: method, path, parameters (with every path placeholder covered), the required status codes, and a consistent request body.

20 creditsShip MVP

Pre-requisition team gap register

A defensible record of WHY this role exists and the specific gap it fills on the team, completed before any job description is written.

20 creditsLead Team

Pre/Post-Money Cap Table With Option Pool

The founder has a fully-reconciled pre- and post-money cap table, with the option pool shuffle baked in, ready to attach to a term sheet.

20 creditsPitch Investors

Project a Weekly Growth-Target Schedule

A pure function that, given a starting metric value, a weekly growth rate, and a number of weeks, returns the compounded target for each week and the final value, mirroring the YC forward-looking growth graph practice.

20 creditsChoose Business Model

Rank product features with a collaborative weighted scorecard

A product team prioritizing a roadmap gets each feature's weighted value, cost normalized to the most expensive feature, absolute value, and a deterministic rank, computed exactly per the CWS formula.

20 creditsChoose Business Model

Reference-check call script and scorecard

A structured reference-check script with a confidentiality preamble, probing questions, and a numeric endorsement scorecard.

20 creditsLead Team

You are not what you make. You are the one who can make it.

Opens soon. Get early access the day it goes live.