Knowledge & Insights
Resources, Case Studies & Changelogs
Deep-dive technical guides on grounded RAG architectures, SME growth playbooks, and release notes.
Engineering & RAG6 min read
Eliminating Hallucinations: Building a Deterministic Fact Layer with PostgreSQL & Qdrant
Why generic LLMs fail at menu prices, and how we engineered hard post-generation validators with automatic AST repair loops.
August 2026Read guide
Cambodian F&B Case Study4 min read
How Roast Labs Scaled 28 Weekly Content Slots Across TikTok & Telegram with Zero Price Disputes
A deep dive into how an artisan coffee roastery in Phnom Penh utilized local seasonal trends to boost Telegram conversions by 2.4x.
August 2026Read guide
Marketing Strategy5 min read
The 40/30/30 Content Pillar Formula for High-Growth Southeast Asian SMEs
Balancing 40% Engagement, 30% Hard Sales, and 30% Educational Authority to build loyal customer followings.
July 2026Read guide