Blog & Insights — ScriptWalker

2026.08.02 · 135 views

What Are LLM, Token, and Context Window? Understand These Three Words and You Will Finally Read an AI Feature Bill

AI cost logic is nothing like buy it once — it is more like a utility bill. LLM, Token, and Context Window are the three key columns on that bill.

How to Integrate a LINE Official Account: A Complete Plan From LINE Login, LIFF, and Messaging API to LINE Pay (Real Costs and a 90-Day Roadmap)

Services

2026.08.02 · 193 views

How to Integrate a LINE Official Account: A Complete Plan From LINE Login, LIFF, and Messaging API to LINE Pay (Real Costs and a 90-Day Roadmap)

For local SMBs in Taiwan, connecting the LINE Official Account to the website is often more cost-effective than another pretty website. Here is how the building blocks fit, with real costs.

What Decides Whether AI Cites You Is Page Format, Not Prose: FAQ Blocks Get Cited 81% of the Time, Lists and Tables 2.5x More Than Paragraphs

AI & Automation

2026.08.02 · 149 views

What Decides Whether AI Cites You Is Page Format, Not Prose: FAQ Blocks Get Cited 81% of the Time, Lists and Tables 2.5x More Than Paragraphs

After analyzing 10,000 pages, GetCite landed on a counterintuitive conclusion: what makes AI cite you is not how well you write, but how you lay it out. Paragraph-only content is cited 24% of the time; FAQ blocks hit 81%.

What Handover Documentation Should Your Vendor Give You? A Documentation Checklist and Scorecard That Keeps You From Being Locked In

Services

2026.08.01 · 199 views

What Handover Documentation Should Your Vendor Give You? A Documentation Checklist and Scorecard That Keeps You From Being Locked In

Source code without docs is a car with no key. The 6 doc categories, a scorecard, and a one-sentence acceptance test.

How to Build a Custom BI Dashboard: From Data Integration and Real-Time Visualization to Access Control (With Real Costs and a 90-Day Roadmap)

Services

2026.08.01 · 171 views

How to Build a Custom BI Dashboard: From Data Integration and Real-Time Visualization to Access Control (With Real Costs and a 90-Day Roadmap)

Stop spending three days a month pasting spreadsheets. A practical build guide with costs, traps, and a 90-day roadmap.

Your Blog Is Nearly Invisible to AI: 84% of AI Citations Go to Earned Media, Only 2.9% Point to Your Own Domain

AI & Automation

2026.08.01 · 147 views

Your Blog Is Nearly Invisible to AI: 84% of AI Citations Go to Earned Media, Only 2.9% Point to Your Own Domain

New 2026 data shows AI outsources credibility to third parties. If your marketing budget still lives on your own blog, you are feeding a channel AI barely reads.

Your Agency Is Using AI to Write Your Code: Good Thing or Risk? 6 Questions to Ask Before Signing (IP, Quality, Maintenance, Security)

Services

2026.07.31 · 142 views

Your Agency Is Using AI to Write Your Code: Good Thing or Risk? 6 Questions to Ask Before Signing (IP, Quality, Maintenance, Security)

Nearly every studio now builds with AI. The question is not whether they use it, but whether review, testing, IP, and security are handled. Here is how to ask.

How to Build an AI Customer-Service Chatbot: From RAG Knowledge Base to Human Handoff, Cost, and a 90-Day Roadmap

Services

2026.07.31 · 145 views

How to Build an AI Customer-Service Chatbot: From RAG Knowledge Base to Human Handoff, Cost, and a 90-Day Roadmap

Plugging in ChatGPT is the expensive mistake. A RAG-bound bot that answers your data and hands off to a human is what actually works, and here is the cost.

AI Search Now Grades Freshness: 83% of Citations Come From Pages Updated Within a Year, and Stale Pages Are 3x More Likely to Lose Them

AI & Automation

2026.07.31 · 181 views

AI Search Now Grades Freshness: 83% of Citations Come From Pages Updated Within a Year, and Stale Pages Are 3x More Likely to Lose Them

AirOps'' 2026 report reframes GEO: recency is now a ranking signal. The winners are teams with the discipline to keep content fresh, not those chasing tricks.