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What is Jev TypeSafe's decision making AI model and real benchmarks
Insight
Sep 24, 2026
10 min read

What is Jev? TypeSafe's decision-making AI model and real benchmarks

Jev responds in 70–500ms at a fraction of LLM cost. See how it differs from LLMs, what real benchmarks show, and when to use it.
why-ai-models-fail-vietnamese-text-fine-tuning
Insight
Aug 26, 2026
8 min read

Why AI Models Fail on Vietnamese Text And How Fine-tuning on Local Data Fixes It

Generic LLMs lose accuracy on Vietnamese text and domain data. See why tokenization and training gaps cause it, and how fine-tuning on local data fixes it.
greennode-idp-vs-domestic-ocr-idp-solutions
Insight
Aug 19, 2026
8 min read

Comparing GreenNode IDP to Vietnam's Domestic OCR/IDP Solutions

How does GreenNode IDP differ from Vietnam's domestic OCR/IDP solutions? Compare accuracy, LLM/VLM technology, customization, and deployment models.
parallelizing-llm-task-matching-pipeline
Tutorial
Aug 17, 2026
10 min read

How Parallel LLM Task-Matching Cuts Latency 4x Without Breaking Logic

How to parallelize an LLM task-matching pipeline for Redmine/Jira using semantic retrieval and reconciliation, cutting p50 latency ~4x without breaking task hierarchy logic.
generic-llm-to-domain-specific-ai-sea-enterprises
Insight
Aug 12, 2026
9 min read

From Generic LLM to Domain-Specific AI: How SEA Enterprises Are Closing the Accuracy Gap

Generic LLMs miss the mark for SEA enterprises in production. See why fine-tuned domain-specific AI closes the accuracy gap and how to build it on GreenNode AI Platform.
building-a-dlp-layer-for-envoy-ai-gateway
Tutorial
Jul 30, 2026
17 min read

Block Sensitive Data Before It Reaches Model-as-a-Service with Envoy AI Gateway

A hands-on tutorial: stop customer data and credentials from leaking into LLM prompts using Envoy AI Gateway and a custom DLP proxy with real latency and accuracy numbers.
building-a-personal-llm-wiki-part-1-distill-dont-chunk-and-vector
Tutorial
Jun 05, 2026
11 min read

Building a Personal LLM Wiki (Part 1): Distill, Don’t Chunk and Vector

Learn how to build a personal LLM wiki without a vector database by distilling source material into structured concept pages that are easier to read, audit, and reuse.
platform-engineering-vs-devops-greennode
Insight
Oct 28, 2025
8 min read

Platform Engineering vs DevOps: From Culture to Product-Driven Strategy

Platform engineering vs DevOps: Are they different? Discover how Platform engineering builds on DevOps to reduce developer cognitive load and scale delivery through Internal Developer Platforms.
How to Deploy Machine Learning Models
Insight
Oct 20, 2025
6 min read

Mastering MLOps: How to Deploy Machine Learning Models Efficiently and At Scale

Deploying machine learning models bridges the gap between experimentation and execution. In this guide, we’ll explain what model deployment actually means, learn how to deploy machine learning models, and explore future trends that keep machine learning models reliable and efficient in production.