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📰 Dev.to · foxck016077

11 articles · Updated every 3 hours · View all reads

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SQLite FTS5 won't tokenize Chinese — here's the 7-line bigram fix that did
Dev.to · foxck016077 3w ago
SQLite FTS5 won't tokenize Chinese — here's the 7-line bigram fix that did
I shipped a personal RAG bot spike in 25 minutes. SQLite FTS5 with unicode61 returned 0 hits for every Chinese query. Bigram preprocessing made it work without
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Day 14 — 184 reader, 3:21 avg read time, 0 new followers, 0 sales
Dev.to · foxck016077 1mo ago
Day 14 — 184 reader, 3:21 avg read time, 0 new followers, 0 sales
dev.to dashboard analytics for the past 7 days. People are reading. People are not staying. The funnel found me but didn't keep me.
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How to set up refresh-token-only OAuth for a multi-tenant Apify Actor (Gmail, 10 minutes)
Dev.to · foxck016077 1mo ago
How to set up refresh-token-only OAuth for a multi-tenant Apify Actor (Gmail, 10 minutes)
Update 2026-05-20: This tutorial is now proposed as an official Apify Academy doc -...
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Day 9 — a 41k-follower Douyin AI-agent creator showed me what I'm missing
Dev.to · foxck016077 1mo ago
Day 9 — a 41k-follower Douyin AI-agent creator showed me what I'm missing
Day 9 — A 41k-follower Douyin AI-agent creator showed me what I'm missing 8 days into the...
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Spinning a $9 PDF off a $0 open-source actor in 4 hours — a build log
Dev.to · foxck016077 1mo ago
Spinning a $9 PDF off a $0 open-source actor in 4 hours — a build log
How I extracted a manual companion product from an MIT Apify actor: same labels, same SLA logic, different buyer. Build log and the framework I followed.
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Apify Actor pricing patterns: Free tier + Pro + Pay-per-result — designing for indie buyers
Dev.to · foxck016077 1mo ago
Apify Actor pricing patterns: Free tier + Pro + Pay-per-result — designing for indie buyers
How I priced a small Apify Actor for indie buyers: Free tier as trust validation, Pro as predictability, Pay-per-result as the elastic tier — and why none of it
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Open-sourcing an MIT Apify Actor in 24 hours — a build log
Dev.to · foxck016077 1mo ago
Open-sourcing an MIT Apify Actor in 24 hours — a build log
I shipped a maintainable v1 of an Apify Actor in 24 hours by cutting scope hard, doing OAuth right early, and verifying through a stranger's eyes at the end.
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Per-feature quota in Apify KeyValueStore — no DB, no cron, no drift
Dev.to · foxck016077 1mo ago
Per-feature quota in Apify KeyValueStore — no DB, no cron, no drift
How to implement per-feature monthly quota in an Apify Actor using KeyValueStore alone — no database, no scheduled job, no month-end failure modes.
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Why I picked refresh-token-only OAuth for a multi-tenant Apify Actor
Dev.to · foxck016077 1mo ago
Why I picked refresh-token-only OAuth for a multi-tenant Apify Actor
For a multi-tenant Actor, OAuth is not just a security question — it is a friction question. Why I picked refresh-token-only over a 3-legged flow.
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Gmail OAuth client_id is not a secret â design notes for self-host Actors
Dev.to · foxck016077 1mo ago
Gmail OAuth client_id is not a secret â design notes for self-host Actors
This question keeps coming up: "My Gmail OAuth client_id got leaked. Is the system...
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An Apify Actor for Gmail inbox analytics â refresh-token-only OAuth, async router, per-feature quota
Dev.to · foxck016077 1mo ago
An Apify Actor for Gmail inbox analytics â refresh-token-only OAuth, async router, per-feature quota
I just open-sourced an Apify Actor for Gmail inbox workflow analytics: apify-gmail-inbox-intel. It is...
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