# Sakshyam Pokhrel (@pokhrelboss)
> Developer, AI product builder, and founder of CraftResearch Tech. Building tools that plan, code, run, remember, verify, and recover inside real environments.

## Canonical Information
- Website: https://pokhrel.tech/
- GitHub: https://github.com/pokhrelboss
- Company: https://craftresearch.tech (CraftResearch Tech)
- Primary Work: AI-native development workspaces, autonomous coding agent harnesses, and developer tooling.

## Published Projects & Products
- [CraftCode](https://pokhrel.tech/projects/craftcode/): The workspace engineered for autonomous coding agents and deterministic execution.
- [CraftAura](https://pokhrel.tech/projects/craftaura/): Fast semantic code search and dependency graph intelligence.
- [ShiftHold](https://pokhrel.tech/projects/shifthold/): Lightweight modal keyboard navigator and modifier engine.
- [CraftResearch Tech](https://pokhrel.tech/projects/craftresearch-tech/): Building the tools between ambitious engineering ideas and working production software.

## Technical Articles & Engineering Log
- [CraftCode Architecture: Building a Deterministic AI-Native Development Harness](https://pokhrel.tech/blog/craftcode-architecture-lessons/): Lessons from building CraftCode's multi-agent execution harness: deterministic tool orchestration, sandboxed runtime isolation, state recovery, and avoiding brittle autonomous loops.
- [Hardening Execution Sandboxes for Autonomous Coding Agents](https://pokhrel.tech/blog/autonomous-coding-agents-sandbox-design/): How to safely let LLMs execute bash, edit files, and launch dev servers without risking host compromise, infinite network loops, or accidental data loss.
- [Benchmarking Sub-30B Coding Models on Real-World Refactoring Tasks](https://pokhrel.tech/blog/local-model-benchmarking-hermes-codex/): A rigorous evaluation of small open-weight coding models on multi-file code navigation, AST manipulation, and edge-case test generation.

## Direct Feeds & Indices
- Full LLM Context Index: https://pokhrel.tech/llms-full.txt
- XML Sitemap: https://pokhrel.tech/sitemap.xml
- RSS Feed: https://pokhrel.tech/rss.xml