AI, creativity, software engineering, creative process
I’m Amanbuilding thoughtful systems.
Products · AI · moving images
Kochi, India · Available worldwide
Selected work
Building in public
A live log of work in motion.
Experiments, systems, and repos moving forward.
github.com/amxcodes↗- Account
- @amxcodes
- Contributions
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- Active days
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- Window
- 6 months
Live public activity
Move across the graphActivity is unavailable right now.View @amxcodes on GitHub ↗
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A few notes
What I’m drawn to.
I move between product thinking, code, and moving images. The small details are usually where the feeling begins.

Experience
At , I work as a - owning , , , and .
Earlier, with , I supported .
Education
I completed a at , building a base in , , and .
Notes in progress
A few things I’m working through.
Products, images, systems, and the details between them.An engineering essay about Rust rewrites, AI-assisted coding, memory safety, verification, and resource-efficient software.
The Return to Performance-Optimized Software
As AI makes code cheaper to generate, developers are reconsidering the cost of running, verifying, and maintaining it. From Rust rewrites and memory safety to lightweight AI agents and local-first applications, this essay explores why software efficiency may be becoming a competitive advantage again.The Problem With Being Able to Build Anything
AI lowers the cost of trying an idea. The harder work is deciding which idea deserves it, designing for the consequences, and knowing when to stop.Writing · AI Systems · Technical Analysis · 6 min read
Claude’s newest feature? A secret handshake
Anthropic recently announced machine-readable watermarking for Claude text outputs to meet EU AI Act obligations. Here is what is publicly confirmed, what remains unknown, and how LLM text watermarking actually works under the hood.Essay · Personal Reflection · Building
The Myth of the Readymade Path: Why Failure Is Still the Only Real Way In
Internet advice promises clean blueprints, but true understanding requires stumbling through the architecture yourself.AI Engineering · Framework Design · Software Architecture

