AI Dev Chronicles

by HDDH

Practical AI development for small and medium-sized businesses — including costs, failures, and real examples using Claude, Genspark, Gemini, and ChatGPT.

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Genspark's first fork: choosing the right tech stack and dev strategy by scale

The wrong tech stack choice ruins a Genspark project. This article explains how to select the optimal stack and development strategy based on project scale.

📅 Jan 30, 2026 📁 Development Projects & Case Studies 👀 595 views

AI development pitfalls: how 20,000 lines led to an endless correction loop

At 20,000 lines of AI-generated code, things broke down. This article documents the debugging failures and database disasters in the final stretch of development.

📅 Jan 30, 2026 📁 Development Projects & Case Studies 👀 520 views

Is Genspark weak at frontend? 3 Next.js challenges and their solutions

Genspark struggles with modern frontend frameworks. This article covers 3 real challenges faced in Next.js development and the practical solutions that worked.

📅 Jan 30, 2026 📁 Development Projects & Case Studies 👀 617 views

How I built a 3-month SNS app in 1 week using Genspark: full dev record

One developer built a full SNS app in a single week using Genspark. This article documents the complete development record — from specs to deployment — and the key lessons learned.

📅 Jan 30, 2026 📁 Development Projects & Case Studies 👀 582 views

Genspark keeps forgetting instructions: how repetition prevents mistakes

Genspark forgets instructions mid-session. This article explains the repetition technique — having AI confirm instructions — and why it dramatically reduces development mistakes.

📅 Jan 30, 2026 📁 Development Techniques 👀 839 views

Genspark bugs? The 7 developer nightmares and how to work around them

Genspark is powerful but buggy. This article covers the 7 most painful developer experiences and the practical workarounds that keep projects moving.

📅 Jan 30, 2026 📁 Development Techniques 👀 767 views

Genspark: problems while using it – my 7 issues and how I solved them

Genspark has known quirks that trip up developers. This article covers 7 real issues — from getting stuck in loops to repeated mistakes — and practical workarounds.

📅 Jan 18, 2026 📁 Development Techniques 👀 1725 views

Stop repeating yourself to Genspark: QA v3.0's history accumulation strategy

Genspark forgets repeated instructions. This article covers the QA v3.0 history accumulation strategy that eliminates the need to repeat yourself and maintains quality across sessions.

📅 Jan 10, 2026 📁 Development Techniques 👀 694 views

Implementing the Eric George method: v2.19 development report

V2.19 improves the blog system significantly. This article reports on the development process, measured results, and what the Eric-George Method achieved.

📅 Jan 10, 2026 📁 Development Techniques 👀 414 views

Gemini QA framework built with Genspark - AI quality assurance

Manual QA is slow. This article covers the Gemini QA Framework built with Genspark — an automated quality assurance system for AI development.

📅 Jan 10, 2026 📁 Development Techniques 👀 561 views

Genspark and Gemini API selection - practical AI development environment

When should you use Genspark vs the Gemini API directly? This article compares both tools and shares practical selection criteria for AI development.

📅 Jan 10, 2026 📁 Development Techniques 👀 1151 views

Code generation vs code execution in Genspark: understanding the difference

Code generation and code execution are different things. This article clarifies the distinction and explains how to use Genspark's sandbox environments.

📅 Jan 10, 2026 📁 Development Techniques 👀 730 views
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Categories

  • All Posts (120)
  • Genspark Introduction (45)
  • Development Techniques (36)
  • Tool Reviews & Comparisons (17)
  • Development Projects & Case Studies (14)
  • Troubleshooting & Problem Solving (8)

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