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Shoubhit

Shoubhit

Contributor at Supermemory. Writing about AI memory systems, agent architectures, and the technical foundations of intelligent, context-aware applications.
https://www.nexxel.dev
Infinitely running stateful coding agents

Infinitely running stateful coding agents

We built a plugin for Claude Code and OpenCode that gives your coding agent persistent memory. It remembers your preferences, learns your codebase, and never loses context mid-conversation. The result is an agent you can run for months without starting over. Here's how it works, in the order
19 Feb 2026 5 min read
Building code-chunk: AST Aware Code Chunking
Engineering

Building code-chunk: AST Aware Code Chunking

At Supermemory, we're building context engineering infrastructure for AI. A huge part of that is dealing with code: ingesting repos, understanding structure, and making it searchable. The problem is that most code chunking solutions are terrible. We built code-chunk to fix this. It's now the best
29 Dec 2025 8 min read
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