Archive

A timeline of everything I have published.

17 posts 3 years
2026 2
February 2
27
Bub Tape Architecture Deep Dive: From Traceable Memory to Controllable Context Windows

A deep breakdown of Bub's Tape subsystem: storage structure, context selection, handoff/reset semantics, search mechanism, and engineering trade-offs.
17
What pi-mono Source Code Reveals About Agent Architecture Tradeoffs: Exploration Tolerance vs Deterministic Convergence

2025 5
December 1
17
Next-generation large language model interface architecture

July 3
20
TUIC Protocol

19
Deep Analysis of Context Engineering for AI Agents: Balancing Performance and Robustness

19
Core Practices of Context Engineering: Lessons from Manus

January 1
16
Building Effective Agents

How to build effective agents.
2024 10
December 1
09
0x01 Python venv

A practical breakdown of how Python venv actually works.
November 2
10
Is careful thinking the most effective method for enhancing LLMs?

Interesting research findings about the limits of Chain-of-Thought (CoT).
05
All You Need to Know About GGUF

Everything about GGUF.
October 2
21
Reader-LM: Small Language Models for Cleaning and Converting HTML to Markdown

Notes on the birth of Jina Reader-LM
18
TEI Customization and Exploration of Rust Support for ML

A practical exploration of customizing TEI and Rust support for ML-related workloads
September 1
19
0x03 - Cargo

A practical deep dive into Cargo usage.
August 4
26
Local Model Inference Speed Benchmark

A benchmark report for local embedding model inference performance.
21
Dive into Embedding

A practical walkthrough of embedding fundamentals and modeling evolution.
20
0x01 - Revisiting OS

A quick revisit to core OS file abstractions.
15
Thoughts on an English Speaking Product Strategy

A closed-loop design for improving practical spoken English with AI.