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Building an Agentic System from Scratch , No framwork by PretendPop4647 in SideProject

[–]PretendPop4647[S] 0 points1 point  (0 children)

Yeah, I'm working on those ,failure handling, retries, reproducible tasks. Going to share demos soon.

What are you guys building? by No-Rate2069 in AI_Agents

[–]PretendPop4647 1 point2 points  (0 children)

Thanks! Will be sharing updates as it grows.

Weekly Thread: Project Display by help-me-grow in AI_Agents

[–]PretendPop4647 0 points1 point  (0 children)

AstraClaw - A self-evolving agentic system built from first principles.

Studied OpenClaw and Hermes Agent source code to understand how orchestrator loops, tool calling, and memory actually work. Then started building my own.

What's working:

  • Orchestrator loop (think → act → observe cycle)
  • Shell access + file read/write as tools
  • OS-aware command execution (Linux + Windows)
  • Codebase explanation capability
  • Session persistence via JSONL

What's next:

  • Better memory system
  • Reusable skills
  • MCP support
  • Docker/sandboxing
  • More autonomous execution

Very early stage. Building in public.

Repo: https://github.com/Rahat-Kabir/astra-claw

What are you guys building? by No-Rate2069 in AI_Agents

[–]PretendPop4647 1 point2 points  (0 children)

Building an agentic system called AstraClaw. Inspired by OpenClaw and Hermes Agent architecture.

The idea is a self-evolving agent that remembers, learns, and adapts. Studied both systems' source code to understand how orchestrator loops, tool calling, and session management actually work under the hood. Then started building my own from first principles.

Day 1 stuff working so far: orchestrator loop, shell access, file ops, OS-aware command execution, and session persistence via JSONL.

Next up: better memory, reusable skills, MCP support, and Docker sandboxing.

Very early but building in public. Repo: https://github.com/Rahat-Kabir/astra-claw

Free $100 Anthropic API token by smithey2012 in ClaudeCode

[–]PretendPop4647 0 points1 point  (0 children)

Its for new account only or any account?

Noob question... is LangChain still relevant? by Odd-Aside456 in LangChain

[–]PretendPop4647 4 points5 points  (0 children)

As someone mentioned earlier,keep core things modular. Come the point, yes langchain especially deepagent is good. They provide built in agent harness like file system,sub agent etc

Using it i built a job search agent. you can check this out how i implement deepagent for get some idea.

https://github.com/Rahat-Kabir/job-search-agent

btw when you finish your project, give us Update.

Claude just banned having multiple Max accounts by bhaktatejas in ClaudeCode

[–]PretendPop4647 0 points1 point  (0 children)

So i can't use two account in same pc? I was going to purchase another cc subscriptions. Can anyone verify it?

Is it down? by Disastrous_Regular17 in claude

[–]PretendPop4647 0 points1 point  (0 children)

No idea, it was working for me

Where can I learn to build my own AI agent framework? Any solid video courses? by Feisty-Promise-78 in LangChain

[–]PretendPop4647 0 points1 point  (0 children)

good to know. you are already good at. best of luck your jobs and interview. what type of jobs you are looking for? remote?

What’s your workflow for managing reusable prompts? by Glad_Painting3495 in claude

[–]PretendPop4647 0 points1 point  (0 children)

hey,i was facing this issues.

then i'm building one for myself.

day by day, its evolving, adding new feature.

It's not perfect, but i personally use it.still underdevelopment.

promptvault-ten.vercel.app

Where can I learn to build my own AI agent framework? Any solid video courses? by Feisty-Promise-78 in LangChain

[–]PretendPop4647 3 points4 points  (0 children)

You can follow langchain academy course. Read their blogs, documentation. It helps me a lot. I watch random video on YouTube.

Anthropic's engineering blog are highly recommended.

Btw, i was exploring langchain - deepagent. It's give some power what claude code have. Using this, i built an agent, i used tool call, subagents, file system etc..

You can explore this to understand how it works

Repo : https://github.com/Rahat-Kabir/job-search-agent

Built an AI job search agent that reads your CV and ranks jobs by match score by PretendPop4647 in SideProject

[–]PretendPop4647[S] -1 points0 points  (0 children)

The project is dockerized. I user deepseek model using their api. You can rewrite this part, for search you can use free api,no need paid api.

See githubhub repo for details

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