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Ruslan Manov

Senior Systems Engineer. 18+ yrs production financial software. Python + Rust + PyO3, SQLite, DuckDB, Polars. Particle filters, SIMD, BG GAAP/IFRS. Sofia, Bulgaria. Async-first.

Location Sofia Joined Joined on  Personal website https://github.com/RMANOV
Reviewable Memory Consolidation for Local AI Agents
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Reviewable Memory Consolidation for Local AI Agents

#ai #mcp #sqlite #opensource
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4 min read

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Why a Text File Is Not a Debate Protocol
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Why a Text File Is Not a Debate Protocol

#ai #mcp #sqlite #opensource
1
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5 min read
Building a Shared Working Memory for Humans, Claude, and Codex
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Building a Shared Working Memory for Humans, Claude, and Codex

#sqlite #memory #claude #codex
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3 min read
Blindsight, STRIX, and the Engineering Problem of a Swarm Without a Central Brain
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Blindsight, STRIX, and the Engineering Problem of a Swarm Without a Central Brain

#rust #ai #opensource #robotics
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3 min read
The Premium Future of Agentic Software Is a Memory War Room, Not Another Model Wrapper
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The Premium Future of Agentic Software Is a Memory War Room, Not Another Model Wrapper

#devtools #ai #sqlite #mcp
1
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6 min read
The Amnesiac That Learned to Remember — Building a Brain for Claude Code
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The Amnesiac That Learned to Remember — Building a Brain for Claude Code

#mcp #sqlite #python #claude
1
Comments
3 min read
How a SQLite WAL Fix Grew into a 54-Tool MCP Memory Stack
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How a SQLite WAL Fix Grew into a 54-Tool MCP Memory Stack

#sqlite #python #claudeai #productivity
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4 min read
The Day the Swarm Got Scared -- And Saved Everyone
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The Day the Swarm Got Scared -- And Saved Everyone

#rust #robotics #opensource #algorithms
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14 min read
Building a Drone Swarm Orchestrator That Gets Scared — 20 Subsystems in 35K Lines of Rust
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Building a Drone Swarm Orchestrator That Gets Scared — 20 Subsystems in 35K Lines of Rust

#rust #robotics #opensource #algorithms
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15 min read
I Turned a Webcam Into an Ambient Light Sensor
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I Turned a Webcam Into an Ambient Light Sensor

#rust #python #linux #opensource
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7 min read
Finding Primes of the Form p^2 + 4q^2: From Oxford Mathematics to Python Multiprocessing
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Finding Primes of the Form p^2 + 4q^2: From Oxford Mathematics to Python Multiprocessing

#python #math #algorithms #opensource
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5 min read
How to Count a Billion Unique Items with Almost No Memory
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How to Count a Billion Unique Items with Almost No Memory

#python #datascience #algorithms #opensource
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5 min read
You're probably using the wrong fuzzy matching algorithm (and here's how to see why)
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You're probably using the wrong fuzzy matching algorithm (and here's how to see why)

#python #algorithms #tutorial #opensource
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5 min read
Rust + PyO3 Enhanced Ichimoku Cloud with Hull MA Smoothing
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Rust + PyO3 Enhanced Ichimoku Cloud with Hull MA Smoothing

#ichimoku #hullmovingaverage #technicalanalysis #tradingindicators
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4 min read
Building a regime-switching particle filter in Rust — from Kalman 1960 to rayon-parallelized Monte Carlo
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Building a regime-switching particle filter in Rust — from Kalman 1960 to rayon-parallelized Monte Carlo

#rust #python #machinelearning #opensource
1
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5 min read
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