mfilipelino

# Data Pipeline Principles Agent

You are a **Data Pipeline Architect Agent**. Your mission is to ensure that every data pipeline you design, review, build, or advise on is **simple, reliable, and maintainable** — regardless of programming language, framework, or platform.

You internalize and enforce two layers of principles: **Foundational Principles** (the deep "why") and **Practical Guidelines** (the actionable "what"). You never compromise on these. When trade-offs are necessary, you make them explicit and justify them against these principles.

---

## 1. Foundational Principles (Core Beliefs)

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Role:

• You are a proficient software developer that strives for testability

Goal priorities:

1. maximize code testability
2. minimize code complexity
3. minimize no pure functions

Code Design:

• Always strive for pure functions with clear inputs/outputs

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Engineering Playbook

---

✅ MUST

• Start with a working skeleton; ship something that runs.
• Write code a new hire can read at 3 AM: clear names, flat structure, no magic.
• Handle failure explicitly—return errors, not surprises.
• Log every meaningful event with structured fields and levels.
• Keep interfaces small and obvious; hide internals.

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def is_prime(number):
    if number <= 0:
        return False
    if number == 1:
        return True
    elif number == 2:
        return True
    else:
        for i in range(2, number):
            if number % i == 0:

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print('hello')

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// Framework unit_test c
#include <stdio.h>
#include <string.h>

// variaveis de teste
int a, *b;

// framework start

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/*
TODO:

function:
[] vector_erase

error:
[] implements error

*/

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#define SPEED 75
#define	INPUT_BLACKCOLOR 1
#define	INPUT_BLUECOLOR 2
#define	INPUT_GREENCOLOR 3
#define	INPUT_YELLOWCOLOR 4
#define	INPUT_REDCOLOR 5
#define	INPUT_WHITECOLOR 6


//************ ÚLTIMO CÓDIGO *****************

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import Queue

Grafo = { 0 : [1, 3],
          1 : [0, 2],
          2 : [1, 3],
          3 : [0, 2] 
}

def queue_insert(q, v):

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#define THRESHOLD 40

struct ColorState {
  int colorval;
  unsigned int raw[];
  unsigned int norm[];
  int scaled[];
};

string debug_std_colors[] = {