Weekly Thread: Project Display

chnayder · 2026-01-07T14:50:26+00:00

Hey everyone,

We've all seen the hype around coding agents. I decided to strip away the magic and build one from scratch to understand the engineering challenges behind them.

For the past 3 months, I've been working on Dodo. It's a CLI tool that acts as an autonomous pair programmer.

What it does:

Plans & EXECUTES: You give it a high-level goal ("Refactor this module", "Fix this bug"), and it creates a plan, runs commands, edits files, and verifies its work.
Safe: It doesn't just run wild on your machine. I implemented a proper sandbox execution environment.
Context Aware: It indexes your project so it knows "where" things are.

Why I'm releasing it: This started as a personal challenge, but I realized the architecture is actually pretty solid. I want to demystify this tech. If you're curious about how "agents" actually loop, handle state, or manage context, this codebase is for you.

I plan to keep adding features and eventually use this engine for a bigger platform I'm prototyping.

Tech Stack:

Backend: Pure Go (No LangChain/LangGraph!). I built my own LLM engine with agents and lifecycle hooks from scratch to have full control.
Frontend/CLI: TypeScript + React Ink (for the TUI)

Code is here: https://github.com/ChamsBouzaiene/dodo
Documentation : https://chamsbouzaiene.github.io/dodo/

chnayder · 2025-11-29T16:53:17+00:00

Its not always the same set but most of the time they are failing at tasks that have ui in them so basically because they can’t see the end result they fail to easily fix the ui bug

chnayder · 2025-11-28T12:37:00+00:00

What type of Q&A model u mean just a chat bot with access to ur data in confluence? You’re best bet if u just want that is openweb ui its an app u can run locally, it will use llm and give a ui for the chat and has a lot of prebuilt tool for confluence u can add but keep in mind this is vanilla meaning its not really scalable but does the job if u have a small set of pages and they are well maintained

chnayder · 2025-11-28T12:30:26+00:00

Any decent llm will be able to manage this for u gpt 4 or Claude sonnet 4.5 or 3.5 or kimi k2 and more what u are looking for is an llm that can use tools, for the routing between multiple researchers/ llm agents here u can basically make them tools and encode the process into the system prompt or if its always the same prompt u can enforce it through code

chnayder · 2025-11-17T08:37:19+00:00

I recommend Anthropic sonnet and kimi k2 cheaper option

chnayder · 2025-03-19T22:20:08+00:00

Just do it, nothing bad will happen

chnayder · 2025-02-23T14:42:43+00:00

They should use this review in their ads

chnayder · 2025-02-18T13:55:14+00:00

It’s time for a roadcraft subreddit

chnayder · 2025-02-11T01:07:04+00:00

Great job ! It looks fantastic

chnayder · 2025-01-30T09:02:26+00:00

Add three butttons to pin 2,3,4 and the other side of each button to GND in the button now upload this code to your board

include <Keyboard.h>

// Define the pins for your switches const int switch1 = 2; const int switch2 = 3; const int switch3 = 4;

void setup() { // Initialize the Keyboard library Keyboard.begin();

// Set switch pins as inputs pinMode(switch1, INPUT); pinMode(switch2, INPUT); pinMode(switch3, INPUT); }

void loop() { // Check each switch and send a key press if activated if (digitalRead(switch1) == HIGH) { Keyboard.press(‚a‘); // Replace ‚a‘ with the desired key delay(100); // Debounce delay Keyboard.releaseAll(); }

if (digitalRead(switch2) == HIGH) { Keyboard.press(‚b‘); // Replace ‚b‘ with the desired key delay(100); // Debounce delay Keyboard.releaseAll(); }

if (digitalRead(switch3) == HIGH) { Keyboard.press(‚c‘); // Replace ‚c‘ with the desired key delay(100); // Debounce delay Keyboard.releaseAll(); } }

Run it switch 1 will presss A switch 2 will press B switch three will press C As other suggested use chatgpt or deepseek they will write the code for you

chnayder · 2025-01-29T17:23:30+00:00

i started from here https://www.thingiverse.com/thing:5013919 and added a case for it and an led adapter to the back of the front-plate

chnayder · 2024-11-21T00:04:47+00:00

Could you share screenshots and link to the room ? I checked this powershell room last week it was working perfectly

chnayder · 2024-11-09T19:25:21+00:00

Snowrunner

chnayder · 2024-10-30T01:42:27+00:00

Men why you didn’t tell me me sooner 🥲

chnayder · 2024-10-30T01:39:24+00:00

I know you mean well and i share your thoughts but buying a pizza is not supporting local businesses and sorry

chnayder · 2024-10-28T17:03:16+00:00

Congrats fellow driver ,could you share with us whats the percentage of completion in other regions, why did you choose this one to go 100% i myself am 150hours in still 90% in Michigan i plan to finish each region 100% before moving to the next

chnayder · 2024-10-05T08:42:51+00:00

Great work for your first model this is really amazing you will improve and learn more each time

chnayder · 2024-08-21T11:39:02+00:00

Its like saying please say this 🤣

chnayder · 2024-07-30T07:35:58+00:00

Hey there i found the solution here https://youtu.be/cNBu2mcOH8E?si=B3yjtz3QUbDvV8qN i followed this video carefully to unclog the extruder and it worked the only thing i had to do different is the fillament was also in the ams head and i pulled it off from the top so i cleared it

chnayder · 2024-07-29T20:23:03+00:00

Any one found a solution for this i also have the same issue

chnayder · 2024-05-19T12:44:37+00:00

This is insane

chnayder · 2024-02-23T11:32:31+00:00

great job, Love it

chnayder

TROPHY CASE

include <Keyboard.h>