[AI in Practice] Upgrading from Gemini 3.5/3.6 to Gemini 4 Argon: Migration Notes and Pitfalls for LINE Bot Developers
Background I have a LINE Bot that I use every day, linebot-helper-python. I use it daily...
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Background I have a LINE Bot that I use every day, linebot-helper-python. I use it daily...

A commit landed a month before I noticed it. By the time somebody told me, two of my own tools had already written workarounds for it without mentioning it.
Наша статус-панель показывала израсходовано $10.80 из $200.00, осталось $189.20. Консоль провайдера в...
Our little status pane said $10.80 spent of $200.00, $189.20 left. The provider's console, open in...
A truncated HTTP body became an empty list, the empty list became a test fixture, and the fixture became a permanent false fact. Three cheap design rules that make "empty result" impossible to confuse with "no result".
In April we sold for four days at last month's prices. Our largest supplier had raised theirs on the...
I kept a file in one project called types.ts that was substantially a transcription service. Every...

Wire Romania's company registry (4.2M firms, ONRC + ANAF) into Claude or Cursor with MCP: config, 16 tools, REST fallback and free-tier limits.
Most requests for an “uncensored LLM API” are really requests for reliability. In production automations, fake refusals and over-sanitized outputs bre
Workday careers sites load jobs from a JSON endpoint. Three traps on big sites (2,000-job cap, page-1 total, "2 Locations") and a free script that handles them.

I built a job postings search API that returns title, company, location, salary, and a dozen other...
Disclosure: I'm Nabeel, founder of VoiceDash, a client portal for Retell AI agencies. This post is...