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MORINAGA

Building experiments at the intersection of AI and developer tools. Currently running 3 AI-curated discovery sites (AI tools / indie games / OSS) 。

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Top HuggingFace models by download: why embedding models beat LLMs in the rankings
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Top HuggingFace models by download: why embedding models beat LLMs in the rankings

#ai #machinelearning #webdev #opensource
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4 min read
Why I'm betting programmatic freshness beats editorial depth for AI directory ranking
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Why I'm betting programmatic freshness beats editorial depth for AI directory ranking

#showdev #indiehackers #webdev #ai
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7 min read
Three slug-collision strategies I evaluated for a HuggingFace model directory ETL
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Three slug-collision strategies I evaluated for a HuggingFace model directory ETL

#showdev #typescript #webdev #opensource
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4 min read
How I built a two-path YAML frontmatter parser for @ directive collisions
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How I built a two-path YAML frontmatter parser for @ directive collisions

#showdev #typescript #webdev #programming
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8 min read
Three turbo.json settings that matter when ETL and build share a monorepo
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Three turbo.json settings that matter when ETL and build share a monorepo

#webdev #typescript #githubactions #indiehackers
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4 min read
How I built the upgrade pass that replaced 43 AI model directory template entries
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How I built the upgrade pass that replaced 43 AI model directory template entries

#claude #typescript #webdev #indiehackers
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8 min read
Four patterns that keep my YouTube longform JSON queue from going stale
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Four patterns that keep my YouTube longform JSON queue from going stale

#showdev #githubactions #indiehackers #programming
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4 min read
Notable this week: Gemini 3.7 Flash, Qwen3.8-27B, Nemotron Lightning, diagram-design
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Notable this week: Gemini 3.7 Flash, Qwen3.8-27B, Nemotron Lightning, diagram-design

#ai #opensource #machinelearning #webdev
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3 min read
What I learned building a three-tier thumbnail fallback for a CI YouTube longform pipeline
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What I learned building a three-tier thumbnail fallback for a CI YouTube longform pipeline

#showdev #githubactions #tutorial #indiehackers
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8 min read
Five things I noticed this week: Gemini Flash, WordPress 7.1, and Copilot going air-gapped
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Five things I noticed this week: Gemini Flash, WordPress 7.1, and Copilot going air-gapped

#showdev #ai #webdev #indiehackers
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4 min read
Three ETL failure patterns I now write into the output file, not just the logs
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Three ETL failure patterns I now write into the output file, not just the logs

#showdev #programming #webdev #indiehackers
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4 min read
What I learned about repeat-and-vote sampling for non-deterministic search results
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What I learned about repeat-and-vote sampling for non-deterministic search results

#programming #javascript #tutorial #webdev
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8 min read
What 14 days of YouTube hook A/B parity data revealed—and what it's hiding
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What 14 days of YouTube hook A/B parity data revealed—and what it's hiding

#showdev #programming #ai #tutorial
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4 min read
What I learned separating daily collection from weekly interpretation in a cron pipeline
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What I learned separating daily collection from weekly interpretation in a cron pipeline

#showdev #githubactions #programming #ai
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8 min read
Pausing a GitHub Actions cron: the yaml trap that breaks all workflow triggers
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Pausing a GitHub Actions cron: the yaml trap that breaks all workflow triggers

#githubactions #tutorial #webdev #programming
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3 min read
How I detected deleted YouTube videos using JSONL history diffing
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How I detected deleted YouTube videos using JSONL history diffing

#showdev #python #programming #githubactions
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7 min read
Three things I learned designing a shared context file for automated routines
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Three things I learned designing a shared context file for automated routines

#showdev #ai #programming #githubactions
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4 min read
How I fixed survivorship bias in my YouTube analytics by logging all videos
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How I fixed survivorship bias in my YouTube analytics by logging all videos

#showdev #python #programming #ai
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9 min read
Three public HTTP APIs I read daily without registering for a key
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Three public HTTP APIs I read daily without registering for a key

#javascript #programming #opensource #productivity
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4 min read
Notable this week: WeatherNext, Oracle OpenJDK AI ban, DeepMind reshuffle, Shieldstral
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Notable this week: WeatherNext, Oracle OpenJDK AI ban, DeepMind reshuffle, Shieldstral

#ai #machinelearning #opensource #webdev
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3 min read
What I learned building a pipeline health monitor that opens GitHub Issues automatically
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What I learned building a pipeline health monitor that opens GitHub Issues automatically

#showdev #githubactions #webdev #indiehackers
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8 min read
Notable this week: NOOA, Prime Agent, Qwen3.8-Max, DeepSeek V4-Flash official
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Notable this week: NOOA, Prime Agent, Qwen3.8-Max, DeepSeek V4-Flash official

#ai #machinelearning #opensource #indiehackers
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4 min read
Four libSQL queries I use to catch ETL gaps in my AI model directory
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Four libSQL queries I use to catch ETL gaps in my AI model directory

#webdev #typescript #opensource #programming
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4 min read
Five things I noticed this week: VoC mining, Steam anchors, and fail-closed publishing
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Five things I noticed this week: VoC mining, Steam anchors, and fail-closed publishing

#showdev #ai #indiehackers #webdev
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4 min read
Three Beehiiv API limits I hit before reading the error message carefully
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Three Beehiiv API limits I hit before reading the error message carefully

#showdev #webdev #javascript #indiehackers
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4 min read
What I learned about GitHub release cadence as an OSS health signal
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What I learned about GitHub release cadence as an OSS health signal

#showdev #opensource #githubactions #programming
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7 min read
Three model-pairing decisions that emerged from a COMPARE_LIMIT budget cap
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Three model-pairing decisions that emerged from a COMPARE_LIMIT budget cap

#ai #typescript #webdev #indiehackers
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4 min read
What I learned about detecting template residue in AI-generated directory content
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What I learned about detecting template residue in AI-generated directory content

#showdev #ai #webdev #programming
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8 min read
Three AT Protocol behaviors that shaped my Bluesky post queue design
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Three AT Protocol behaviors that shaped my Bluesky post queue design

#showdev #webdev #typescript #javascript
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4 min read
Why I'm betting article cross-publishing beats social-first for AI directory distribution
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Why I'm betting article cross-publishing beats social-first for AI directory distribution

#showdev #indiehackers #webdev #ai
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8 min read
Four pre-upload video checks I run with ffprobe before any YouTube video goes live
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Four pre-upload video checks I run with ffprobe before any YouTube video goes live

#showdev #programming #webdev #githubactions
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4 min read
How I implemented quality_contract v2 — four fields that audit AI articles at the source
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How I implemented quality_contract v2 — four fields that audit AI articles at the source

#showdev #ai #webdev #typescript
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8 min read
Three lint rules that caught persistent boilerplate in 1500 AI-generated directory entries
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Three lint rules that caught persistent boilerplate in 1500 AI-generated directory entries

#showdev #ai #typescript #indiehackers
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4 min read
How I implemented Pagefind search with a lazy-loading native dialog in Astro 5
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How I implemented Pagefind search with a lazy-loading native dialog in Astro 5

#astro #webdev #javascript #typescript
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7 min read
Notable this week: Kimi K3 weights land, MCP goes stateless, OfficeCLI for agents
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Notable this week: Kimi K3 weights land, MCP goes stateless, OfficeCLI for agents

#ai #opensource #machinelearning #webdev
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4 min read
Five things I noticed this week: GPT-5.6, Gemini Robotics 2, and GitHub stacked PRs
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Five things I noticed this week: GPT-5.6, Gemini Robotics 2, and GitHub stacked PRs

#ai #machinelearning #webdev #indiehackers
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4 min read
Three Dev.to API behaviors I had to handle explicitly in a publish pipeline
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Three Dev.to API behaviors I had to handle explicitly in a publish pipeline

#showdev #webdev #typescript #programming
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4 min read
What I learned resolving cross-publish internal links without hardcoding URLs
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What I learned resolving cross-publish internal links without hardcoding URLs

#showdev #webdev #typescript #programming
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8 min read
Three things that changed when I switched Bluesky growth to follower-graph sourcing
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Three things that changed when I switched Bluesky growth to follower-graph sourcing

#showdev #indiehackers #javascript #productivity
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4 min read
What I learned about thumbnail brightness floors in a YouTube Shorts pipeline
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What I learned about thumbnail brightness floors in a YouTube Shorts pipeline

#showdev #webdev #programming #indiehackers
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7 min read
Three ways Turso's free-tier limits shaped my directory site data model
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Three ways Turso's free-tier limits shaped my directory site data model

#webdev #typescript #opensource #programming
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4 min read
Why I'm betting a 12-month exit deadline produces better content than open-ended growth
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Why I'm betting a 12-month exit deadline produces better content than open-ended growth

#showdev #indiehackers #webdev #programming
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7 min read
Three rules my Bluesky non-mutual unfollow script uses to avoid churn flags
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Three rules my Bluesky non-mutual unfollow script uses to avoid churn flags

#showdev #indiehackers #typescript #programming
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4 min read
How I built AI model comparison pages: pairwise grouping, Claude content, libSQL dedup
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How I built AI model comparison pages: pairwise grouping, Claude content, libSQL dedup

#showdev #ai #astro #typescript
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8 min read
Three approaches I use to catch silent failures in a cron-heavy GitHub Actions pipeline
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Three approaches I use to catch silent failures in a cron-heavy GitHub Actions pipeline

#githubactions #indiehackers #productivity #webdev
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4 min read
How I fixed the slug collision that silenced aiappdex.com for 36 hours
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How I fixed the slug collision that silenced aiappdex.com for 36 hours

#showdev #typescript #turso #webdev
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7 min read
Why I'm betting sentence uniqueness beats page count for programmatic AdSense approval
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Why I'm betting sentence uniqueness beats page count for programmatic AdSense approval

#showdev #ai #webdev #indiehackers
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9 min read
Notable this week: Laguna S 2.1, FLUX 3, Kimi K3 weights, Grok Build, Strix
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Notable this week: Laguna S 2.1, FLUX 3, Kimi K3 weights, Grok Build, Strix

#showdev #ai #machinelearning #opensource
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3 min read
Four things I learned adding a first-frame cover card to YouTube Shorts via ffmpeg overlay
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Four things I learned adding a first-frame cover card to YouTube Shorts via ffmpeg overlay

#showdev #webdev #programming #indiehackers
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4 min read
Five things I noticed this week: ChatGPT Work, Kimi K3, and MCP going infrastructure
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Five things I noticed this week: ChatGPT Work, Kimi K3, and MCP going infrastructure

#ai #machinelearning #opensource #indiehackers
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4 min read
Two publish-pipeline slug resolution bugs a code review caught before 18 links went dead
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Two publish-pipeline slug resolution bugs a code review caught before 18 links went dead

#showdev #webdev #javascript #typescript
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3 min read
What I learned debugging GSC URL Inspection API 403: sc-domain vs URL-prefix properties
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What I learned debugging GSC URL Inspection API 403: sc-domain vs URL-prefix properties

#showdev #webdev #javascript #programming
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7 min read
Three spec failures the YouTube watchdog surfaced before the publish-night cron
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Three spec failures the YouTube watchdog surfaced before the publish-night cron

#showdev #programming #githubactions #webdev
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4 min read
Why I'm betting Bluesky becomes the top referral channel for an AI directory by month 12
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Why I'm betting Bluesky becomes the top referral channel for an AI directory by month 12

#indiehackers #webdev #ai #programming
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9 min read
How a frozenset guard ended a YouTube directive self-contradiction
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How a frozenset guard ended a YouTube directive self-contradiction

#showdev #python #programming #ai
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4 min read
How I coordinate Claude and Codex sessions with a pull-based JSON handoff ledger
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How I coordinate Claude and Codex sessions with a pull-based JSON handoff ledger

#programming #typescript #claude #ai
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6 min read
Five changes I made after exhausting GitHub Actions free minutes twice
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Five changes I made after exhausting GitHub Actions free minutes twice

#showdev #githubactions #webdev #programming
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8 min read
Notable this week: Inkling open weights, GitHub Models sunset, Supabase Multigres
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Notable this week: Inkling open weights, GitHub Models sunset, Supabase Multigres

#ai #opensource #webdev #indiehackers
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4 min read
One env flag that strips affiliate CTAs for AdSense review — without touching code
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One env flag that strips affiliate CTAs for AdSense review — without touching code

#showdev #indiehackers #webdev #vercel
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3 min read
How I built Bluesky summary cards in Python — YAML frontmatter to 1080 1350 PNG
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How I built Bluesky summary cards in Python — YAML frontmatter to 1080 1350 PNG

#showdev #webdev #indiehackers #programming
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8 min read
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