Going all in Business via AI Assisted SDLC

Going all in Business via AI Assisted SDLC

February 11, 2026

Tl;DR

Will code been cheap increase the demand for code from businesses?

+++ Jevons

Intro

Every game, follows the full stack business formula from top line, to net profit:

$$ P \times V \times GM \times OM \times IF \times T $$

mindmap
  root((Founder Mental Model))
    Niche (WHO - Niche)
      Target Audience
      Pain Points
    Offer (WHAT - Offer)
      The Solution
        Product Development (Product Dev)
          BRD (Why - BRD)
          PRD (What - PRD)
          FRD (How - FRD)
        Service Delivery (Service Delivery)
          SOW (Scope - SOW)
          SLA (Quality - SLA)
          SOP (Process - SOP)
      Value Proposition
    Leads (HOW - Acquisition)
      Distribution
      Sales Channels

https://jalcocert.github.io/JAlcocerT/ideas-to-execution/#creating-with-ai

Product vs. Service Frameworks

AspectProduct Development (BRD / PRD / FRD)Service Delivery (SOW / SLA / SOP)
The “Why”BRD: Justifies the investment and business goal (e.g., “Build a CRM to increase sales”).SOW: Defines the purpose of the engagement (e.g., “Provide 24/7 IT support to ensure uptime”).
The “What”PRD: Lists features and user stories (e.g., “Must have a login screen and a dashboard”).SLA: Defines the quality and performance levels (e.g., “Must respond to tickets within 30 minutes”).
The “How”FRD: Details the system logic and data flows (e.g., “If user clicks X, then database does Y”).SOP: Step-by-step manual for humans (e.g., “Step 1: Greet customer; Step 2: Open ticket in Jira”).
graph LR
    %% 1. The Split
    Start[Define] -->|Why| B[BRD]
    Start -->|How| C[FRD]
    Start -->|What| D[PRD]

    %% 2. The Join
    B & C & D --> E(Clarify)

    %% 3. The Linear Flow
    E --> F[Development Plan]
    F --> G[Finished PoC]

    %% Styling
    style G fill:#f96,stroke:#333,stroke-width:4px
    style Start fill:#bbf
    style F fill:#e1f5fe

Conclusions

FAQ

About Jevons

The Jevons paradox describes how technological improvements in resource efficiency can lead to increased, rather than decreased, overall consumption of that resource. Named after economist William Stanley Jevons, who observed this with 19th-century coal-powered steam engines, it shows that cheaper effective costs spur greater demand, often outweighing per-unit savings. en.wikipedia

Jevons noted in 1865 that James Watt’s more efficient steam engines expanded coal’s industrial use across sectors, boosting total coal consumption despite lower fuel per task. He argued efficiency gains inherently widen a resource’s applications, countering expectations of conservation. sciencedirect

Mechanism

Efficiency lowers a resource’s effective price, making demand more elastic; if rebound exceeds 100%, total use rises (Jevons paradox) versus partial offsets (rebound effect under 100%). Macro effects include boosted economic growth and incomes, amplifying economy-wide demand. bonpote