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Saku: How I Went From Per-Line KV to 8M Writes/sec in One Week (While Learning C++)

Initial scope was simple: just make it fast. No fsync, no fancy durability. Just raw speed. I was bored. Asked AI "what should I build in C++?" It s…

cpparchitecturestoragesideprojects
Dev.to Oct 16, 2026, 15:28 UTC
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34.8k Stars Won't Put GTA VI on Your PC. Here's What AnyPS5 Is Actually Doing

Seeing GTA VI run on a PC before the official port would be a spectacular way to end the console exclusivity argument. So a project that promises to…

opensourceaicppgamedev
Dev.to Oct 13, 2026, 20:23 UTC
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The Flush Printed a View After the Owner Died

A green debug run does not prove a view owns its bytes. Release can reuse that stack slot before the flush reads it. I start every split-brain crash…

cppdebuggingtestingtutorial
Dev.to Oct 9, 2026, 14:29 UTC
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Build the Patch as a Stranger: A Consumer-Link Gate for C++ Codegen

A packaging job can fail on a Thursday morning while the eval board stays green. In that pattern, the candidate patch repairs normalize() inside one…

cpptestingaitutorial
Dev.to Oct 8, 2026, 09:28 UTC
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UE5 Shader Optimization: Materials, Custom HLSL, and Global Shaders with RDG

When a material graph grows in Unreal Engine 5, it is tempting to ask: would writing HLSL directly make it faster? Would implementing the shader in…

unrealenginegamedevcppgraphics
Dev.to Sep 30, 2026, 06:24 UTC
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The rules I build by

New here? Start with the overview . Before the rules, a debt. These are not mine alone; they are the labor of a whole career, and every one of them…

cppembeddedprogrammingcleancode
Dev.to Sep 27, 2026, 00:14 UTC
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Building a MIL-STD-188-110 HF Modem in Modern C++: An Introduction

A weekly deep dive into a fixed-frequency serial-tone waveform, one block at a time. High-frequency (HF) radio is the communications system that ref…

cppembeddeddspradio
Dev.to Sep 26, 2026, 16:06 UTC
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DSCI pipeline to build c++ project using cmake

📁 Repository layout . ├── .dsci/ │ ├── jobs.yaml # pipeline definition │ └── build_job/ # ── Job 1 – Build & package │ ├── config.yaml # default…

aidscicppautomation
Dev.to Sep 24, 2026, 18:55 UTC
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Two Locks on a Green Build: Prompt Hashes and RSS Caps for AI C++ Evals

A patch landed with every assertion green. The return values matched the golden file. Then a latency dashboard moved: an inner loop that once touche…

cpptestingaiperformance
Dev.to Sep 23, 2026, 16:26 UTC
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I could not understand Express, so I wrote my own

Middleware chaining made no sense to me, so I rebuilt it in C++. A year later the profile said the slowest thing in my server was a map I rebuilt on…

cppwebdevopensourceshowdev
Dev.to Sep 23, 2026, 14:06 UTC
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When should a QWidget animation stop its timer?

A decorative animation can sit outside a scroll viewport while its widget still reports isVisible() == true . A timer that only checks that property…

cppqtperformance
Dev.to Sep 14, 2026, 15:08 UTC
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Store Load Reordering: x86 vs ARM64, and the Bug Intel Was Hiding

Here is a bug report that keeps recurring, in different words, every time a team moves to ARM: "the same code works on our Intel CI and on the devel…

cppperformanceconcurrencyprogramming
Dev.to Sep 12, 2026, 16:10 UTC
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Nimmake — The Blazing-Fast Build Tool Built for Embedded Development

🚀 Nimmake — The Blazing-Fast Build Tool Built for Embedded Development Say goodbye to complex Makefiles. Embrace a modern MCU build experience. Nimm…

cpppythonsoftwaretools
Dev.to Sep 11, 2026, 07:50 UTC
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The Map Dropped a Key When Two Expiry Times Matched

A C++ map can drop a live cache entry. One <= in a comparator is enough. I forced a timestamp tie and watched a key vanish. Would you have caught…

cppdebuggingtestingai
Dev.to Sep 5, 2026, 20:05 UTC
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How to Change Themes with the Operating System in a Qt App

It turns out, I got the timeline wrong. The first bit of work I did on Packet Sender was to test light mode. See, Dan Nagle, creator and maintainer…

qtcppdarkmodethemes
Dev.to Sep 3, 2026, 22:49 UTC
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AArch64 Register Conventions: What Survives a Function Call—and Why

What happens to a register when you call a function? On AArch64, the answer isn't "the CPU saves it." When you call a function, the CPU doesn't look…

architecturecppprogramming
Dev.to Sep 3, 2026, 18:01 UTC
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Lightweight, native HTTP client built in C++20 — a fast, local-first alternative to Postman and Insomnia

The project is actively developed, and I'm committed to supporting anyone who tries it. If you encounter any issues, I'm glad to help, and any feedb…

cppimguihttppostman
Dev.to Sep 3, 2026, 08:22 UTC
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Auditing Agent Patches: Property Checks, Fixture Locks, and Expiring Flaky Freezes

I review agent patches as an auditor, not a reader. A reader asks whether the code is readable. An auditor asks what the patch promised and how a vi…

testingaicppproductivity
Dev.to Aug 31, 2026, 10:04 UTC
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A Green Suite Can Still Lie: Mutation-Test Your Fixtures Before You Trust an Agent Patch

An agent patch can pass every fixture in your repository and still be wrong. The fixtures are part of the oracle, and fixtures can be lazy. If the e…

testingaicpppython
Dev.to Aug 31, 2026, 07:01 UTC
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Building Cross-Platform Desktop Apps with Qt and QML in 2026

Building one desktop application that runs natively on Windows, macOS, and Linux from a single codebase is exactly what Qt was designed for. In 2026…

cppprogrammingproductivity
Dev.to Aug 30, 2026, 06:00 UTC
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Qt 5 to Qt 6 Migration Guide for 2026

Qt 6 is a major version, and migrating a real Qt 5 application to it is more than a recompile. The framework was modularised, the build system shift…

cppprogrammingproductivity
Dev.to Aug 29, 2026, 18:00 UTC
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Properties First, Fixtures Second, Flakes Never: A Test Contract for Agent Patches

An agent patch is a hypothesis. A test suite is the only evidence a reviewer gets. Most suites fail at that job in three reproducible ways: assertio…

testingaicppci
Dev.to Aug 29, 2026, 12:12 UTC
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Hardware Abstraction for Robotics: Connecting Sensors and Actuators

Hardware Abstraction for Robotics: Connecting Sensors and Actuators Introduction Robots interact with the physical world through hardware. Sensors p…

roboticsembeddedcpphardware
Dev.to Aug 29, 2026, 05:51 UTC
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The 3% Drop That Only Showed Up on a Clean Server: A Debugging Retrospective

My forwarder lost 3% of its messages. My laptop reported zero. CI reported zero. Staging lost thousands every hour. I blamed the network. I blamed t…

cppdebuggingtcpai
Dev.to Aug 28, 2026, 03:51 UTC
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Mutation Testing as a Merge Gate for Agent-Written Tests

An agent patch that passes its own tests is a baseline, not a verdict. The same model wrote the code and the tests, so both share the same blind spo…

testingcppaiagents
Dev.to Aug 26, 2026, 18:52 UTC
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The Agent's Tests Passed. Mutation Testing Showed 2 of 4 Faults Survived.

The agent patch passed the gates I ran on it. Its unit tests were green, fixtures matched, nothing was flaky. Then I seeded four faults into the imp…

cpptestingaiagents
Dev.to Aug 26, 2026, 15:48 UTC
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The Fix That Passed Review and Crashed in Release

The fix passed review. It still crashed in release. The reviewer was never tested. The reviewer was me. And an AI model. We both approved the same w…

cppdebuggingaitesting
Dev.to Aug 26, 2026, 11:18 UTC
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The Coverage Loop: Turning Free AI Tokens into Verified C++ Tests

Unit tests are boring. Coverage is not optional. I asked a free AI model to write my tests. It failed. Then I built a feedback loop. Here is the res…

cpptestingaiopensource
Dev.to Aug 23, 2026, 17:11 UTC
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My GPU Database Lost to a Single CPU Thread. The Bug Was One Constant, 128x Too Small

This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry . I maintain a GPU SQL engine — a DuckDB community extension that r…

devchallengebugsmashperformancecpp
Dev.to Aug 21, 2026, 14:33 UTC
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Flutter FFI: Integrating Native C/C++ Libraries

Flutter FFI: Integrating Native C/C++ Libraries Flutter applications sometimes need functionality that is already implemented in native code. Exampl…

flutterdartfficpp
Dev.to Aug 20, 2026, 19:43 UTC

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