why didn't i think of that?🙄😳

one of the things i plan to work on is updating the prompt and one new thing i learn now is if youre using 3rd party ai service in your project you relly need a prompt builder and here is my simple prompt builder

class PromptBuilder {
  static Future<List<Map<String, String>>> build({
    required AiContext context,
    String? system_prompt,
    String? question,
  }) async {
    final systemContent =
        """
$base_prompt

## User
${const JsonEncoder.withIndent('  ').convert(context.user.toMap())}

## Financial Profile
${const JsonEncoder.withIndent('  ').convert(context.profile.toMap())}

## Budgets
${const JsonEncoder.withIndent('  ').convert(context.budgets.map((b) => b.toMap()).toList())}

## Transactions
${const JsonEncoder.withIndent('  ').convert(context.transactions.map((t) => t.toMap()).toList())}

## Financial Insights
${const JsonEncoder.withIndent('  ').convert(context.insights.toMap())}

## Scheduled Cash Ins
${const JsonEncoder.withIndent('  ').convert(context.scheduleCashIns.map((e) => e.toMap()).toList())}
""";

    var prompts = [
      {"role": "system", "content": systemContent},
    ];

    if (system_prompt != null) {
      prompts.add({"role": "system", "content": system_prompt});
    }

    if (question != null) {
      prompts.add({"role": "user", "content": question});
    }
    return prompts;
  }
}

lets just say v0.1 prompt builder

Done

I actually created this group private, but then I realized something the real journey of a project doesn’t start when it’s released. It starts from the planning, the ideas, the decisions, and the messy thoughts behind it.
Who knows, maybe someone can learn something from that process too.
Usually, I write down all my thoughts, ideas, and notes in my saved messages. But I started thinking: what if I organize those notes and make them public? after i saw edus post reated to organized telegram group to write such things
So I created Ato Logging a place where I’ll document the projects I’m working on through architecture decisions, feature plans, experiments, and the thought process behind building things.
One thing you should know: it is not always be perfectly written. I naturally like writing my thoughts as they come, and that’s part of the process. This is basically stepping into my notebook and seeing how ideas evolve from random thoughts into real features and products.
If you’re interested in more than just the final releases and want to follow the journey behind the projects I build, you’re welcome to join and reply your thoughts on the posts or when its more populated : 
→ @atologging


but dont expect a clean thought thrust me when i say its messy and confusing for some peoples i just write me when it comes to feature first draft and thats what's gonna be there and also the none senses

Take 2 for Icog internship opportunity

i wouldnt apply for internship usually but for icog i would

you can apply as well

lets hope to get approved this time🤞🤞🤞

Am super late for serious in person meeting after a maintenance job just finished now .... Which is so embarrassing

Mike's cooking for game developers 🔥🔥🔥


Addis Ai Godot SDK

The fact that Mike's active dedication for building alternative solution is what i always admire and jelous of tbh.
He always can pickup from anywhere , theres always something new i learn from him.

እንኳን ለእለተ ቅዱሳኑ ገብርኤል ሊቀ መላእክት ቂርቆስ ወኢየሉጣ በጥላን ጠቢብ እና ሰማዕታተ እስና ዓመታዊ በዓል በሰላም አደረሳችሁ አደረሰን። 🙏

ቂርቆስ እየሉጣን ያወጣ ከሳት

እኛንም አድነን አድነን ሊቀ መልእክት

እኛንም አድነን አድነን ገብርኤል ሊቀ መልእክት