11 articles

📰 Dev.to · Andrey Kolkov

Articles from Dev.to · Andrey Kolkov · 11 articles · Updated every 3 hours · View all reads

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goffi: Zero-CGO Foreign Function Interface for Go — How We Call C Libraries Without a C Compiler
Dev.to · Andrey Kolkov 1mo ago
goffi: Zero-CGO Foreign Function Interface for Go — How We Call C Libraries Without a C Compiler
How we built a pure Go FFI library with hand-written assembly for 5 platforms, zero per-call allocations, and 88ns overhead — to power WebGPU bindings without C
Porting Vello's GPU Tile Rasterizer to Pure Go
Dev.to · Andrey Kolkov 1mo ago
Porting Vello's GPU Tile Rasterizer to Pure Go
How we built a 6,700-line dual-execution tile rasterizer in Pure Go — Vello's 9-stage compute pipeline running on both CPU and GPU, with monoid prefix sums, DDA
Pure Go GUI Toolkit 2026 — 425K LOC Ecosystem, Zero CGO, WebGPU (gogpu/ui)
Dev.to · Andrey Kolkov 1mo ago
Pure Go GUI Toolkit 2026 — 425K LOC Ecosystem, Zero CGO, WebGPU (gogpu/ui)
gogpu/ui — enterprise-grade GUI toolkit for Go. Build IDEs, design tools, and desktop apps in Pure Go with GPU-accelerated rendering. No CGO, no C dependencies.
Smart Coding: What Karpathy's Agentic Engineering Is Missing (630K LOC of Proof)
Dev.to · Andrey Kolkov 1mo ago
Smart Coding: What Karpathy's Agentic Engineering Is Missing (630K LOC of Proof)
Karpathy coined Agentic Engineering. I coined Smart Coding a month earlier. Both frameworks miss a critical piece — bidirectional learning. Here's 630K lines of
Relica: A Zero-Dependency Query Builder for Go That Won't Break Your Code
Dev.to · Andrey Kolkov 3mo ago
Relica: A Zero-Dependency Query Builder for Go That Won't Break Your Code
Why I built a database query builder with no external dependencies, and how it achieves ORM-like ergonomics without the ORM baggage.
Born ML v0.6.0: From 90 Seconds to 5 - How We Made Go ML Training Actually Fast
Dev.to · Andrey Kolkov 4mo ago
Born ML v0.6.0: From 90 Seconds to 5 - How We Made Go ML Training Actually Fast
Born ML Framework releases v0.6.0 with ONNX import and lazy GPU evaluation. Training speedup from ~90s to <5s per step. Pure Go, zero CGO.
I Skipped My Birthday to Give Go Its First Real ML Framework
Dev.to · Andrey Kolkov 4mo ago
I Skipped My Birthday to Give Go Its First Real ML Framework
Born - a production-ready machine learning framework for Go. Pure Go, GPU acceleration, single binary deployment. No Python. No containers. Just Go.