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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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Four content QC scripts I run around directory deployments
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Four content QC scripts I run around directory deployments

#showdev #webdev #javascript #indiehackers
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5 min read
Five repos I keep returning to: NCNN on Pi 3, Roboflow Universe, Turso libSQL, Pagefind
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Five repos I keep returning to: NCNN on Pi 3, Roboflow Universe, Turso libSQL, Pagefind

#opensource #machinelearning #ai #webdev
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4 min read
How I built a no-API content-upgrade pass for three programmatic directory sites
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How I built a no-API content-upgrade pass for three programmatic directory sites

#showdev #webdev #indiehackers #programming
2
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8 min read
Five things I noticed this week in edge AI, detection lag, and engagement data
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Five things I noticed this week in edge AI, detection lag, and engagement data

#machinelearning #ai #webdev #indiehackers
1
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3 min read
Three fixes I made to an automated comment collector after reading its first output
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Three fixes I made to an automated comment collector after reading its first output

#showdev #webdev #typescript #indiehackers
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4 min read
What I learned closing the engagement feedback loop in a 45-article-per-month pipeline
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What I learned closing the engagement feedback loop in a 45-article-per-month pipeline

#showdev #indiehackers #webdev #ai
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6 min read
Three Dev.to API behaviors I hit when syncing 135 article corrections
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Three Dev.to API behaviors I hit when syncing 135 article corrections

#showdev #webdev #typescript #javascript
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4 min read
What I learned auditing 50 AI-generated articles for fabricated first-person claims
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What I learned auditing 50 AI-generated articles for fabricated first-person claims

#showdev #ai #webdev #indiehackers
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6 min read
all-MiniLM-L6-v2 has 256M downloads: what HuggingFace's real production leaders look like
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all-MiniLM-L6-v2 has 256M downloads: what HuggingFace's real production leaders look like

#ai #machinelearning #programming #webdev
1
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4 min read
Why I'm betting YouTube Shorts game matchups will outpace organic search by month 6
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Why I'm betting YouTube Shorts game matchups will outpace organic search by month 6

#showdev #indiehackers #webdev #programming
1
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8 min read
Three PDCA patterns that closed a 92-day detection lag in my content pipeline
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Three PDCA patterns that closed a 92-day detection lag in my content pipeline

#programming #productivity #indiehackers #githubactions
1
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5 min read
How I built a Steam VoC engine: LLM assigns meaning, code counts numbers
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How I built a Steam VoC engine: LLM assigns meaning, code counts numbers

#showdev #programming #ai #indiehackers
1
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8 min read
Five from this week: Fable 5, PlayStation disc end, pxpipe cost cut, Box3D, PeerTube
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Five from this week: Fable 5, PlayStation disc end, pxpipe cost cut, Box3D, PeerTube

#ai #machinelearning #opensource #indiehackers
1
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4 min read
Notable this week: Grok CLI open source, Qwen 2.4T sparse MoE, GLM-5.2 Turbo
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Notable this week: Grok CLI open source, Qwen 2.4T sparse MoE, GLM-5.2 Turbo

#ai #opensource #machinelearning #programming
1
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4 min read
Four GitHub API license values that an OSS directory cannot display verbatim
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Four GitHub API license values that an OSS directory cannot display verbatim

#opensource #webdev #indiehackers #typescript
1
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5 min read
Five open-weight models for five different problems
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Five open-weight models for five different problems

#ai #machinelearning #opensource #webdev
1
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3 min read
What I learned running 48 YouTube Shorts: product framing beats build-in-public 14x
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What I learned running 48 YouTube Shorts: product framing beats build-in-public 14x

#showdev #indiehackers #webdev #programming
2
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8 min read
Five things I noticed this week: Shorts reach gates, GGUF dominance, silent CI bugs
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Five things I noticed this week: Shorts reach gates, GGUF dominance, silent CI bugs

#showdev #ai #webdev #indiehackers
2
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4 min read
Three GitHub Actions concurrency patterns that prevent duplicate cron runs
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Three GitHub Actions concurrency patterns that prevent duplicate cron runs

#githubactions #programming #webdev #indiehackers
2
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4 min read
What I learned using git rev-list to diff a data file across a seven-day window
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What I learned using git rev-list to diff a data file across a seven-day window

#showdev #programming #indiehackers #webdev
2
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8 min read
MiniMax-H3, Qwen3.8-27B, and 4 more new models on HuggingFace this week
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MiniMax-H3, Qwen3.8-27B, and 4 more new models on HuggingFace this week

#showdev #ai #machinelearning #opensource
2
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4 min read
Why I'm betting the verified_at constraint produces better AI articles than prompts alone
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Why I'm betting the verified_at constraint produces better AI articles than prompts alone

#showdev #ai #programming #indiehackers
2
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7 min read
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
1
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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
1
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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
1
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5 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
1
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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
1
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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
1
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9 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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5 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
1
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9 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
1
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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
1
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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
2
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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
morinaga profile

What I learned separating daily collection from weekly interpretation in a cron pipeline

#showdev #githubactions #programming #ai
1
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9 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
1
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4 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
1
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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
1
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5 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
1
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9 min read
Three public HTTP APIs I read daily without registering for a key
morinaga profile

Three public HTTP APIs I read daily without registering for a key

#javascript #programming #opensource #productivity
1
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5 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
1
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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
1
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9 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
1
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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
1
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6 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
1
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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
1
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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
1
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8 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
1
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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
2
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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
2
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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
2
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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
1
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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
2
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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
1
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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
1
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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
2
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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
2
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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
2
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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
2
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8 min read
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