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⚡ AI Lessons

Dev.to · MORINAGA
📣 Digital Marketing & Growth
⚡ AI Lesson
1d ago
One env flag that strips affiliate CTAs for AdSense review — without touching code
How PUBLIC_REVIEW_MODE=1 hides Amazon links, hosting referrals, and sister-site cross-links from AdSense reviewers while keeping the AdSense script tag itself i

Dev.to · MORINAGA
📣 Digital Marketing & Growth
⚡ AI Lesson
1d ago
How I built Bluesky summary cards in Python — YAML frontmatter to 1080 1350 PNG
A zero-API-cost image pipeline: structured YAML in article frontmatter drives a Playwright Chromium screenshot to produce portrait-optimized visual cards for Bl

Dev.to · MORINAGA
📣 Digital Marketing & Growth
⚡ AI Lesson
6d ago
How I built the Bluesky follow-growth automation with ramp-up and quality filters
A solo dev's breakdown of a follow-only Bluesky growth script: ramp-up caps, nine candidate filters, fail-closed JSONL dedup log, and no pnpm in CI.

Dev.to · MORINAGA
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Notable this week: OpenCode at 160K stars, Bumblebee, PMG, and a CursorBench result
Four things from HN and GitHub this week — a 160K-star terminal coding agent, two supply-chain security tools, and a benchmark jump that changed which model I r

Dev.to · MORINAGA
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Four GitHub Actions cron timing bugs that silently broke my daily pipelines
Top-of-hour drift, push+cron double-publish, undersized timeouts, and concurrent push races — the four scheduling bugs I've hit running five daily workflows.

Dev.to · MORINAGA
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
What I learned from eight YouTube Shorts stranded on Claude session branches
How ten days of silent queue starvation led me to a routing contract, a cron-only publish trigger, and a GitHub Actions staleness watchdog.

Dev.to · MORINAGA
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Four GitHub Actions artifact storage moves after hitting the 500MB free quota
How I cut GitHub Actions artifact storage from a 14-day retention pile-up to under 100MB per day — four specific changes after the YouTube pipeline ate the free

Dev.to · MORINAGA
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
Why I'm betting cross-channel distribution beats SEO patience in months 1-6
A falsifiable 6-month bet on dev.to, Hashnode, Bluesky, and YouTube as traffic sources while Google ignores a new programmatic site. The claim, counterargument,

Dev.to · MORINAGA
⚡ AI Lesson
1w ago
Three things an expired API token broke in my cross-publish pipeline
How one expired Hashnode token caused duplicate posts, stalled Bluesky, and buried my pipeline watchdog — and the three fixes that actually stopped it.

Dev.to · MORINAGA
⚡ AI Lesson
1w ago
How I rebuilt archetype selection so my AI video routine can't ignore performance data
The analytics-driven directive pattern that forces my Claude-backed video generation routine to pick the winning archetype instead of defaulting to weaker forma
Dev.to · MORINAGA
📣 Digital Marketing & Growth
⚡ AI Lesson
2w ago
How I use a 2-second title card as a YouTube cover without phone verification
YouTube custom thumbnail uploads require phone verification. Prepending a Pillow-rendered title card as the first video frame gets you a designed cover through

Dev.to · MORINAGA
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w ago
How I added upstream activity signals to an OSS alternatives directory
How I built an ETL script to pull GitHub release cadence, open issue counts, and archived status into ossfind.com — and why I kept all AI opinions out of it.

Dev.to · MORINAGA
🧠 Large Language Models
⚡ AI Lesson
2w ago
Open-weight models I'm watching: Kimi K2.7 Code, MiniMax M3, and three more
Five releases from the week of June 16 worth tracking if you run AI-driven pipelines or maintain a model directory.

Dev.to · MORINAGA
🧠 Large Language Models
⚡ AI Lesson
2w ago
Five things I noticed this week: GLM-5.2, Noam Shazeer at OpenAI, and 10k malware repos
A Saturday recap covering this week's open model leaderboard shift, a major AI engineer move, a GitHub security finding, RFC 10008, and Lore VCS.

Dev.to · MORINAGA
⚡ AI Lesson
2w ago
Four undocumented Steam Store API behaviors every game directory builder should know
The success envelope, cc=us params, review endpoint location, and DLC appid pollution — four Steam Web API gotchas I hit building Find Games Like.

Dev.to · MORINAGA
⚡ AI Lesson
2w ago
What I learned about typing unofficial API responses in TypeScript without a schema
How defensive interface design for Steam, HuggingFace, and GitHub shaped ETL reliability across three programmatic directory sites — 167 lines, zero SDK deps.

Dev.to · MORINAGA
🏗️ Systems Design & Architecture
⚡ AI Lesson
2w ago
What I learned about Astro 5 glob loader path resolution in a pnpm monorepo
The glob loader resolves base paths from process.cwd(), not from the config file. In a monorepo build, that silently empties your content collection with no err

Dev.to · MORINAGA
🧠 Large Language Models
⚡ AI Lesson
2w ago
Four filters I apply when pulling HuggingFace models into an AI tools directory
HuggingFace has 900k+ models. Here's the four-filter chain I use to pick what surfaces on aiappdex.com, and what each filter actually catches.

Dev.to · MORINAGA
🛠️ AI Tools & Apps
⚡ AI Lesson
2w ago
Why I'm betting on Claude Code over Cursor for a solo dev pipeline
A falsifiable 9-month bet on AI development tooling. Claude Code wins on multi-file and terminal-native work; here's what I'm giving up and what would change my

Dev.to · MORINAGA
💻 AI-Assisted Coding
⚡ AI Lesson
3w ago
Two-host AI dialogue specs: how I structure YouTube longform scripts with A/B speaker JSON
The two-speaker JSON spec format I use for AI-narrated YouTube explainers: segment beats, voice assignment, slide attachment, and what the CI build does with it

Dev.to · MORINAGA
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
How I built a pre-post QC gate that blocks Bluesky automation from self-revealing
Building bluesky-qc.mjs: a four-gate pipeline stage that runs between a JSONL queue and the post script, catching vocabulary leaks, stale entries, and low-engag

Dev.to · MORINAGA
🧠 Large Language Models
⚡ AI Lesson
3w ago
What I'm watching this week: OpenClaw, Trellis.2, Gemma 4, and two more
Five open-source AI releases worth bookmarking from the week of May 26–30 2026, annotated for builders running lean AI stacks.

Dev.to · MORINAGA
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
5 things I noticed this week: CI cost, Bluesky QC, and CC0 licensing
Weekly observations from running three programmatic SEO sites and an AI video pipeline: Actions budget, Bluesky post quality gates, CC0 image pitfalls, and more

Dev.to · MORINAGA
📣 Digital Marketing & Growth
⚡ AI Lesson
3w ago
Openverse CC0 images in a monetized YouTube pipeline: four things to check first
Practical notes on using the Openverse API for license-clear slide photos: which license filter to request, why images fail silently, and what courtesy attribut
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