惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Jina AI
Jina AI
MyScale Blog
MyScale Blog
量子位
月光博客
月光博客
J
Java Code Geeks
A
About on SuperTechFans
H
Hackread – Cybersecurity News, Data Breaches, AI and More
U
Unit 42
WordPress大学
WordPress大学
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
腾讯CDC
G
Google Developers Blog
博客园 - 【当耐特】
Engineering at Meta
Engineering at Meta
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
宝玉的分享
宝玉的分享
IT之家
IT之家
N
Netflix TechBlog - Medium
Microsoft Security Blog
Microsoft Security Blog
博客园 - 叶小钗
B
Blog
Martin Fowler
Martin Fowler
P
Proofpoint News Feed
B
Blog RSS Feed

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
Building in public, week 13: the debt week nobody posts a...
Serhii Kalyna · 2026-06-14 · via DEV Community

I'm building Convertify, a free image converter, in public over 52 weeks. It's a solo project on Rust + Axum + libvips with a Next.js frontend. This is week 13, and I want to write about it honestly because it was a week with no shiny new feature, and those weeks rarely get posts.

Here's what actually happened.

I chased a double-free instead of shipping

My "images to PDF" path had been crashing in production, intermittently, with a GObject assertion failure. Convert a few files, fine. Convert a few more, segfault. The worst kind of bug.

Root cause: a derived Clone on the libvips image type was doing a bitwise pointer copy of a C object without taking a reference. Two Rust values ended up owning one underlying GObject, and when both dropped, g_object_unref ran twice on the same thing. A textbook double-free, wearing a .clone() as a disguise.

// the bug
let copy = image.clone();   // copies the pointer, no g_object_ref

// the fix
let copy = ops::copy(&image)?;   // real new GObject with its own refcount

One line. A couple of evenings to be sure it was that line. I wrote the full story up as a separate dev.to article this week.

I fixed a UX dead-end I'd been ignoring

If you went over the 20 MB upload limit, the convert button disabled itself, and there was no obvious way out. You couldn't remove a single file from the list. People were quietly getting stuck.

So I rebuilt the file list: each file is a card with a remove button, there's a size-limit toast that fires when you cross the limit, and the dropzone goes red.

While refactoring the upload handler I also collapsed three separate file-handling paths (choose, drop, remove) into one gate. That killed a whole class of bugs where the three paths had drifted apart (drop wasn't updating the size map, re-selecting the same file silently did nothing, etc).

I audited my own content for honesty

This is the unglamorous one. I went through landing pages and removed claims that didn't match what the backend actually does, checking each against the real Rust code (metadata handling, compression details). I'd rather say less and be correct than pad pages with things that aren't true.

Funny side effect: an SEO audit I ran this week pointed at exactly this kind of honest, specific content as the thing that sets the site apart from templated competitors. The discipline turned out to be the moat.

The most useful thing I did wasn't code

I finally set up Bing Webmaster Tools. Took five minutes (you can import straight from Google Search Console).

It immediately showed me search intent Google had been hiding: around 25 different queries for "pdf to jpg at N dpi" (600, 300, 150), in multiple languages, where I'm already ranking on page one. People who need a specific print resolution. I had no idea that demand existed because Google's console never surfaced it. That's now the top candidate for next week's backend work.

Lesson: if you only watch Google, you're watching most of the market through one keyhole. Other search consoles are free and show you different things.

Numbers, honestly

Impressions and indexing are both at period highs (impressions peaked around 225/day this week). Clicks are still small and spiky, which is normal for a 3-month-old domain with almost no backlinks. Nothing regressed, despite a scary-looking week-over-week dip that turned out to be me comparing a 7-day peak against a 3-month total.

Threads is quietly my best referral source (real sessions every week), and ChatGPT keeps sending people too, which means I'm getting cited in LLM answers even though I haven't seen the AI crawlers hit me directly.

Next week is a real technical week

Backend debt: selectable TIFF compression, multipage TIFF, a CMYK path, and that DPI feature the Bing data justified. Plus refactoring my upload handler properly before I pile more on it, and turning my real benchmark data into a public study people can actually cite (which an audit suggested is a stronger link lever than guest posts).

No new converter pages. The lever this stretch is depth and correctness, not surface area.

If you're building something image-heavy, it's at convertifyapp.net. No account, files deleted 6 hours after conversion. Week 13 of 52 done.