Field notes

Notes from measurement windows and corridor work

Short articles grounded in network quality analytics for messaging apps — written for reliability leads and product owners working Malaysian routes.

Evening street lights reflecting on a wet road

2025-11-12

What evening congestion does to chat delivery in Perak

Notes from timed send windows between Ipoh and nearby towns when after-work traffic thickens on mobile networks.

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Open notebook with handwritten notes beside a coffee cup

2026-01-08

Reading delivery receipts without overreacting

How to interpret single delayed receipts versus a genuine corridor problem when reviewing messaging quality.

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Desk with charts and a calculator during planning work

2026-02-20

Preparing a messaging app for Hari Raya traffic

A practical checklist for reliability leads who expect greeting messages and media bursts during festive weeks in Malaysia.

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People collaborating in a sunlit workspace

2026-04-03

Why Ipoh is a useful base for Malaysian path sampling

How a Perak location helps when sampling north–south messaging routes without pretending one city represents the whole country.

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Team workshop with sticky notes on a glass wall

2026-06-15

Offline catch-up: the quiet reliability test

What to watch when a handset returns online after a tunnel, flight mode, or rural dead zone.

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