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Ruslan Manov profile picture

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

Reviewable Memory Consolidation for Local AI Agents

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4 min read

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Why a Text File Is Not a Debate Protocol

Why a Text File Is Not a Debate Protocol

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5 min read
Building a Shared Working Memory for Humans, Claude, and Codex

Building a Shared Working Memory for Humans, Claude, and Codex

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3 min read
Blindsight, STRIX, and the Engineering Problem of a Swarm Without a Central Brain

Blindsight, STRIX, and the Engineering Problem of a Swarm Without a Central Brain

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3 min read
The Premium Future of Agentic Software Is a Memory War Room, Not Another Model Wrapper

The Premium Future of Agentic Software Is a Memory War Room, Not Another Model Wrapper

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6 min read
The Amnesiac That Learned to Remember — Building a Brain for Claude Code

The Amnesiac That Learned to Remember — Building a Brain for Claude Code

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3 min read
How a SQLite WAL Fix Grew into a 54-Tool MCP Memory Stack

How a SQLite WAL Fix Grew into a 54-Tool MCP Memory Stack

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4 min read
The Day the Swarm Got Scared -- And Saved Everyone

The Day the Swarm Got Scared -- And Saved Everyone

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

Building a Drone Swarm Orchestrator That Gets Scared — 20 Subsystems in 35K Lines of Rust

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15 min read
I Turned a Webcam Into an Ambient Light Sensor

I Turned a Webcam Into an Ambient Light Sensor

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

Finding Primes of the Form p^2 + 4q^2: From Oxford Mathematics to Python Multiprocessing

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5 min read
How to Count a Billion Unique Items with Almost No Memory

How to Count a Billion Unique Items with Almost No Memory

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

You're probably using the wrong fuzzy matching algorithm (and here's how to see why)

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5 min read
Rust + PyO3 Enhanced Ichimoku Cloud with Hull MA Smoothing

Rust + PyO3 Enhanced Ichimoku Cloud with Hull MA Smoothing

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

Building a regime-switching particle filter in Rust — from Kalman 1960 to rayon-parallelized Monte Carlo

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5 min read
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