Oleksander

Founder at Aura Memory | Cognitive layer that makes AI agents smarter over time | Pure Rust, <1ms, zero cloud

Ukraine Joined on Feb 26, 2026 https://www.aurasdk.dev/

Oleksander

Mar 27

Pennsylvania State found why AI memory fails across models. AuraSDK doesn't have this problem.

#rust #ai #machinelearning #agents

4 min read

Want to connect with Oleksander?

Create an account to connect with Oleksander. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

Oleksander

Mar 25

Google's TurboQuant solves half the AI memory problem. Here's the other half.

#ai #rust #machinelearning #opensource

3 min read

Oleksander

Mar 24

Your AI forgets everything — this layer fixes that without retraining

#rust #ai #machinelearning #opensource

3 min read

Oleksander

Mar 18

I tested the same AI model against itself. Memory won 4/5.

#ai #gemini #llm #python

3 min read

Oleksander

Mar 17

I built a cognitive layer for AI agents that learns without LLM calls

#ai #memory #rust #python

2 min read

Oleksander

Mar 5

10x Faster Recall + Memory That Evolves: Aura v1.3 for AI Agents

#rust #python #ai #machinelearning

3 min read

Oleksander

Mar 2

Agent memory in 5 lines of Python — no LLM, no cloud, <1ms recall

6 min read

Oleksander

Feb 26

419 Clones in 48 Hours — What Happened When I Launched an SDK for Offline AI Agent Memory

#showdev #agents #ai #performance

4 min read

Forem

Oleksander

Badges

1 Week Community Wellness Streak

Python

Rust

Writing Debut

Pennsylvania State found why AI memory fails across models. AuraSDK doesn't have this problem.

Want to connect with Oleksander?

Google's TurboQuant solves half the AI memory problem. Here's the other half.

Your AI forgets everything — this layer fixes that without retraining

I tested the same AI model against itself. Memory won 4/5.

I built a cognitive layer for AI agents that learns without LLM calls

10x Faster Recall + Memory That Evolves: Aura v1.3 for AI Agents

Agent memory in 5 lines of Python — no LLM, no cloud, <1ms recall

419 Clones in 48 Hours — What Happened When I Launched an SDK for Offline AI Agent Memory