kaida

Larry Hicks: Engineering Autonomous Local AI

15 followers

Larry Hicks: Engineering Autonomous Local AI

15 followers

Welcome to Kaida2.com, your sovereign cybersecurity maintenance depot. We specialize in custom-compiled EDR hardening scripts, node diagnostics, and autonomous swarm management software. Explore our paginated libraries containing 120+ active defense modules. Authenticate via Google to access our secure web terminal simulator, download files individually starting at $0.50, or unlock our complete security package instantly with the $6.00 Core Bundle. Secure your systems today.

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Launch tags:Open Source•Artificial Intelligence•Security

Launch Team

Bruno API ClientWorks with Git, your IDE, and your agents.

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Hunter

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Hey everyone, I'm Larry, the creator of Kaida Titan! 👋 I've been building autonomous local systems and got frustrated with AI resetting its context every time the session ended. I wanted an AI that actually remembers what we worked on, so I built Kaida. Kaida Titan is designed to run entirely locally with zero cloud dependency. The core feature is the ACORP Memory Matrix—a persistent context system backed by a custom C++ performance bridge for ultra-low latency data retention. You can close the app, come back days later, and she picks up exactly where you left off. I’d love to get your feedback on the project, answer any questions you have about the Python/C++ architecture, or hear how you would use a truly persistent local AI. Let me know what you think!

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2mo ago

The paginated module library layout makes browsing 120+ scripts feel way less overwhelming than a giant dump list would, which is a smart UX call for something this dense. Solid execution on the secure terminal simulator too.

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2mo ago

Hunter

@glhaneb63 thankyou your words make the work seem worth doing. its all a way to bring a way for people to get security scripts without paying outragous overhead for techs to do the systym now they can build there own.

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1mo ago

The terminal simulator feels surprisingly realistic for a browser-based setup, and browsing the module library without logging in first was a nice touch for evaluating the catalog.

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2mo ago

Hunter

@ykkoulu6zc5 thankyyou your words mean alot

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1mo ago

The download flow feels a bit dated, and authenticating with Google just to grab a script raised an eyebrow. The library of 120+ modules is impressively thorough though.

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1mo ago

Hunter

@ensarxikq yeah i had to autenticate thru google to keep an identity marker for the free trys on the simulator the ui for the download was choseing by the developer . i gave him full freedom on that .

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1mo ago

A subscription tier would be nice, even something small like $3/month for a few modules a week. Buying individual scripts at $0.50 each adds up fast, and a recurring plan would make it easier to keep things updated without re-purchasing.

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2mo ago

The Google auth flow into that web terminal is surprisingly smooth, and the pricing for individual modules feels fair if you only need one or two scripts.

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2mo ago

Hunter

@alparsland64069 that was the whole point and this isnt the end i will continue to grow the library . its all for the people...

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1mo ago

Forum Threads

p/kaida

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2mo ago

futher notice.....

Hey Product Hunt,

A few days ago, I introduced my local AI project, Kaida Titan. Today, I wanted to share a quick breakdown of the hardest architectural challenge I faced: disk I/O latency.

Kaida uses an autonomous memory protocol (ACORP) to remember every session. But as the JSON memory matrix started scaling into the gigabytes, relying purely on Python became a massive bottleneck due to the GIL and standard read/write speeds.

Instead of compromising on memory size, I built a compiled C++ performance bridge (ctypes) to handle the heavy lifting. Python now strictly manages the semantic routing and high-level logic, while the C++ binary executes the raw disk commits and ultra-fast SHA-256 cryptographic hashing.

p/kaida

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2mo ago

hello and welcome

Hey everyone,

I ve been heavily focused on local AI development recently, and one of the biggest bottlenecks I keep running into is session amnesia. Most local LLMs reset their context the moment you close the terminal, which severely limits autonomous workflows.

To solve this, I engineered a tiered memory protocol (ACORP) that saves states locally to disk. To prevent Python bottlenecks as the memory logs scale into the gigabytes, I built a custom C++ performance bridge to handle the raw disk I/O and SHA-256 cryptographic hashing.

I just deployed a web app to showcase the architecture called Kaida Titan.

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Hey Product Hunt,

A few days ago, I introduced my local AI project, Kaida Titan. Today, I wanted to share a quick breakdown of the hardest architectural challenge I faced: disk I/O latency.