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I Gave an AI Travel Agent 30 Days. The Hotel Layer Almost Killed It

I Gave an AI Travel Agent 30 Days. The Hotel Layer Almost Killed It

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6 min read
What Actually Happens Inside a Smart Suitcase?

What Actually Happens Inside a Smart Suitcase?

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3 min read
Why a shopping cart can't price a hotel stay

Why a shopping cart can't price a hotel stay

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2 min read
Travel Retrieval Architecture: Managed API or Search Stack for Itinerary Caching

Travel Retrieval Architecture: Managed API or Search Stack for Itinerary Caching

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7 min read
I built an MCP server that lets AI agents book real hotel rooms (no OTA commission)

I built an MCP server that lets AI agents book real hotel rooms (no OTA commission)

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2 min read
How a flight alert app decides a fare drop is real: trimmed medians, score gates and append-only snapshots

How a flight alert app decides a fare drop is real: trimmed medians, score gates and append-only snapshots

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4 min read
Airbnb has no public API - how to get listing and price data for any city (Python)

Airbnb has no public API - how to get listing and price data for any city (Python)

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4 min read
Why AI assistants don't know small businesses, and how we opened Kamchatka to agents with MCP

Why AI assistants don't know small businesses, and how we opened Kamchatka to agents with MCP

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5 min read
Would you trade a 6-hour layover for 3 days in that city if it's cheaper?

Would you trade a 6-hour layover for 3 days in that city if it's cheaper?

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1 min read
Only 36% of flight searches on my demo had fixed dates

Only 36% of flight searches on my demo had fixed dates

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3 min read
Room types, not rooms: how a small B&B booking engine avoids double bookings

Room types, not rooms: how a small B&B booking engine avoids double bookings

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3 min read
Why We Open-Sourced Vietnam's Mobile Connectivity Data: The Hidden Latency Trap of Travel eSIMs

Why We Open-Sourced Vietnam's Mobile Connectivity Data: The Hidden Latency Trap of Travel eSIMs

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3 min read
Sabre vs Amadeus vs Travelport: Which GDS Should Your Travel Portal Use?

Sabre vs Amadeus vs Travelport: Which GDS Should Your Travel Portal Use?

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7 min read
My wife and I built a trip planner for ourselves.

My wife and I built a trip planner for ourselves.

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2 min read
Helsinki's website gives one sauna two different Monday hours. So our data shows both.

Helsinki's website gives one sauna two different Monday hours. So our data shows both.

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2 min read
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