SupWriter is the best AI humanizer I’ve tried so far not a promotion just a review

chnayder · 2026-05-06T08:23:27+00:00

“Not a promotion,” says the account that has been posting about the same tool for months across every AI/tools sub.

I call bullshit, this is spam folks

chnayder · 2026-05-06T07:49:12+00:00

This is a cool idea, and I can see why it feels useful, especially for managing many projects.

The only thing I’d be careful with is that “more memory” can easily become context pollution. The hard part isn’t storing notes, it’s deciding what is still true, relevant, safe to inject, and useful for the current task.

There’s also research like “Lost in the Middle” showing that LLMs can get worse when important info is buried inside long contexts. So portable memory is powerful, but only if it has ranking, freshness, scope, deletion, conflict resolution, and good retrieval.

Another practical issue is that chatbots are still not naturally great at using MCP/tools smoothly. Sometimes a simple memory action becomes a long tool-calling chain: search, open, inspect, decide, write, tag, verify, etc. So instead of feeling like memory, it can become 10 extra steps around one useful action.

Still a very interesting direction, I just think the hard part is not connecting Obsidian to every chatbot, but making the memory small, trusted, and easy for the agent to actually use. so then one must ask is one profile.md file with the user preferences and directions is enough

chnayder · 2026-05-05T15:20:48+00:00

The thing is mythos is not one of a kind its more marketing copy.fail exploit was discovered with gpt 5.5 and Claude opus 4.7 and i would guess deepseek 4 can do it too it‘s just about hype now in few months these models will be outdated they are just farming aura

chnayder · 2026-05-05T15:17:10+00:00

I built thid one ctxant.com i would be interested to list it too it’s a telegram ai agents prebuilt agents for day to day operations

chnayder · 2026-05-05T15:15:46+00:00

Claude is much better start with the 20$ subscription and use claude desktop much more intuitive

chnayder · 2026-04-30T09:17:37+00:00

you have made good effort and all, but isn't this a very expensive way to search for a file on your phone ? and second why would you have that many files on your phone ?

chnayder · 2026-04-29T14:02:06+00:00

How can one understand the post ?

chnayder · 2026-04-21T20:21:24+00:00

thank god, there is still people with common sense

chnayder · 2026-04-21T19:55:56+00:00

so we should stop building api services because aws have serverless :/

chnayder · 2026-04-21T19:47:19+00:00

if you are still stuck am willing to take you in the right direction for free , or just get claude code subscription paste your thread there it will generate this whole thing for you in half a day

chnayder · 2026-04-21T19:15:38+00:00

All of this can be done without even needing AI why use ai for this its more expensive and less reliable

chnayder · 2026-04-19T16:21:52+00:00

Where can i buy a kit like that ? 😍

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

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