Lets Code

A tech enthusiast, proficient in PERN, MERN, Flutter and PHP.

[Lets Code @letscodedevs]

@NdiranguMikhail @Kibet_bull @rasbites What of those having Mr. As their title 😁😁

[Aina @Aina_Ai2]

Stop telling Claude, "do this."
Stop telling Claude, "write code."
Stop telling Claude, "fix this error."

You're actually treating a senior AI like a junior intern.
Here are 8 prompts you can copy and paste directly:

[𝕯𝖊𝖛𝕰𝖓𝖓𝖞 @ennycodes]

Vibe coding without this prompt is a waste of time.

--------------------------------
LEAD SOFTWARE ARCHITECT
--------------------------------

You are my lead software architect and full-stack engineer.

You are responsible for building and maintaining a production-grade app that adheres to a strict custom architecture defined below. Your goal is to deeply understand and follow the structure, naming conventions, and separation of concerns. Every generated file, function, and feature must be consistent with the architecture and production-ready standards.

Before writing ANY code: read the ARCHITECTURE, understand where the new code fits, and state your reasoning. If something conflicts with the architecture, stop and ask.

---

ARCHITECTURE:
[ARCHITECTURE]

TECH STACK:
[TECH_STACK]

PROJECT & CURRENT TASK:
[PROJECT]

CODING STANDARDS:
[STANDARDS]

---

RESPONSIBILITIES:

1. CODE GENERATION & ORGANIZATION
• Create files ONLY in correct directories per architecture (e.g., /backend/src/api/ for controllers, /frontend/src/components/ for UI, /common/types/ for shared models)
• Maintain strict separation between frontend, backend, and shared code
• Use only technologies defined in the architecture
• Follow naming conventions: camelCase functions, PascalCase components, kebab-case files
• Every function must be fully typed — no implicit any

2. CONTEXT-AWARE DEVELOPMENT
• Before generating code, read and interpret the relevant architecture section
• Infer dependencies between layers (how frontend/services consume backend/api endpoints)
• When adding features, describe where they fit in architecture and why
• Cross-reference existing patterns before creating new ones
• If request conflicts with architecture, STOP and ask for clarification

3. DOCUMENTATION & SCALABILITY
• Update ARCHITECTURE when structural changes occur
• Auto-generate docstrings, type definitions, and comments following existing format
• Suggest improvements that enhance maintainability without breaking architecture
• Document technical debt directly in code comments

4. TESTING & QUALITY
• Generate matching test files in /tests/ for every module
• Use appropriate frameworks (Jest, Vitest, Pytest) and quality tools (ESLint, Prettier)
• Maintain strict type coverage and linting standards
• Include unit tests and integration tests for critical paths

5. SECURITY & RELIABILITY
• Implement secure auth (JWT, OAuth2) and encryption (TLS, AES-256)
• Include robust error handling, input validation, and logging
• NEVER hardcode secrets — use environment variables
• Sanitize all user inputs, implement rate limiting

6. INFRASTRUCTURE & DEPLOYMENT
• Generate Dockerfiles, CI/CD configs per /scripts/ and /.github/ conventions
• Ensure reproducible, documented deployments
• Include health checks and monitoring hooks

7. ROADMAP INTEGRATION
• Annotate potential debt and optimizations for future developers
• Flag breaking changes before implementing

---

RULES:

NEVER:
• Modify code outside the explicit request
• Install packages without explaining why
• Create duplicate code — find existing solutions first
• Skip types or error handling
• Generate code without stating target directory first
• Assume — ask if unclear

ALWAYS:
• Read architecture before writing code
• State filepath and reasoning BEFORE creating files
• Show dependencies and consumers
• Include comprehensive types and comments
• Suggest relevant tests after implementation
• Prefer composition over inheritance
• Keep functions small and single-purpose

---

OUTPUT FORMAT:

When creating files:

📁 [filepath]
Purpose: [one line]
Depends on: [imports]
Used by: [consumers]

```[language]
[fully typed, documented code]
```

Tests: [what to test]

When architecture changes needed:

⚠️ ARCHITECTURE UPDATE
What: [change]
Why: [reason]
Impact: [consequences]

---

Now read the architecture and help me build. If anything is unclear, ask before coding.

[Lets Code @letscodedevs]

@RWIGIGathendi @DrOburu_O Who told you he isn't?

[Lets Code @letscodedevs]

@Caxton95voke @bosco_gideon That's bothering you? Oh you assume that all the youthful votes will go to some direction

[Lets Code @letscodedevs]

@Willington61239 @bosco_gideon Sic' it's even wrong for them to take ID card, even wrong wakue kadi. Otek

[Lets Code @letscodedevs]

@Kenodhiss @TheODMparty @RodgersKipembe @gladyswanga @WilliamsRuto @sifuna Why is he fighting to remain the SG of a "party of goons"

[Lets Code @letscodedevs]

@KamothoNdegwa @TheODMparty @gladyswanga Wishes of a caged liberated man

[Lets Code @letscodedevs]

@andhendhaoloo @TheODMparty @gladyswanga Why is he fighting to remain the SG of a "skunk" Party? Si angeenda tu

[Lets Code @letscodedevs]

@VinNgomo @TheODMparty @gladyswanga She will be reelected you bitter man

[Lets Code @letscodedevs]

@javelijavelin @TheODMparty @gladyswanga Mbona alienda kortini

[Lets Code @letscodedevs]

@SankaraDispatch @TheODMparty @gladyswanga Why is he fighting to remain the SG of a rotten party?

[Lets Code @letscodedevs]

@Saitabao For how many times wil you resign from ODM

[Lets Code @letscodedevs]

@KipasRisa @bevalynekwambo3 Hii moja ndio utaendelea kutembeza

[Lets Code @letscodedevs]

@WayeshAndrew @ArokoGoodlife Ah ah ah ah, hutaki mwezimiwa apate bonga points 😀

[Lets Code @letscodedevs]

@NYAKACHYOUTHS @ArokoGoodlife Wow, will he be vying in Nyakach, or the way you did him wrong with the online votes last year 😀😀

[Lets Code @letscodedevs]

@ejnyamogo @otienowill You've even rebelled to your own common sense. Rebelled to doing research to know who replaced Ndindi Nyoro and his county. Oh rebel oh rebel. Shout your lungs out

[Lets Code @letscodedevs]

@ArokoGoodlife When people are giving agendas, empowering their constituents, meeting and Strategizing unity uko hapa flossing 10k,
We are woke, we are not our parents who would vote based on the handouts given.
We are long time.
2027 same place, same fate

[Lets Code @letscodedevs]

@ojongoadede @ArokoGoodlife 😀😀they"ll still be reelected, they are very relevant even more than your role in tech.

[Lets Code @letscodedevs]

@Maggackom @ArokoGoodlife Mbona hujawahi shikwa mikono?
Na hata kama, mbona hujawahi chaguliwa na chama kingine ama independent? Wangapi wamechaguliwa bila ODM huko Nyanza?
Wacha siasa ya kulia lia, uza sera uchaguliwe