Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
amekusa031d ago • 3 min read
Building GXBackup: A Smart, Load-Aware Linux Backup Utility in C++17 and Qt 6
🚀 Building GXBackup: A Smart, Load-Aware Linux Backup Utility in C++17 and Qt 6 When...
#linux#cpp#qt#openso
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Finley Zhou6d ago • 4 min read
Free Model Endpoints Make Good Fuzz Generators and Bad Oracles
Free Model Endpoints Make Good Fuzz Generators and Bad Oracles The failure starts with a tempting.....
#testing#ai#cpp#devops
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Finley Li5d ago • 6 min read
Testing AI C++ Race Fixes: TSan Harness
A compile-and-run grader will happily pass a broken C++ concurrency fix. The fix is to grade with...
#cpp#testing#ai#concurrency
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Robert Mendola6d ago • 6 min read
What Building a C++ Benchmarking Suite Taught Me About "Simple" Data Structures
We all know the Big-O complexity of basic data structures. Arrays are O(n) for search. Hash maps are...
#computerscience#cpp#datastructures#performance
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Finley Zhou5d ago • 5 min read
A Free Model Endpoint Returned 200 With an Empty Body. The Fix Was a Lease, Not a Retry.
A realistic failure mode starts with a team that runs a nightly triage job on a small free server......
#ai#cpp#devops#programming
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David Rufai6d ago • 8 min read
Building DeviceTrust: A Practical Approach to Android Fraud Signals
When we think about cyber attacks, we usually think about someone targeting a backend system or an.....
#android#opensource#cpp#security
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Piotr Borys1d ago • 5 min read
Beyond OOP: Entity Component System schema for high performance
Object-Oriented Programming (OOP) taught a generation of software engineers to model complex domains...
#cpp#architecture#ecs#data
0 1
Michelle Wiginton2d ago • 5 min read
Why Your Generated Tone Clicks, and How an Envelope Fixes It
If you have generated a pure tone in code and played it back, you may have noticed a small click at....
#cpp#music#tutorial#beginners
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Finley Zhou5d ago • 5 min read
Free Model Explanations Are Just Another Build Input. So I Gave Them a Replay Cache.
Finley stared at the same C++ build failure for the third time. The template error had not changed.....
#cpp#ai#testing#devops
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Finley Zhou5d ago • 4 min read
He Turned a Use-After-Free Into a Hypothesis Queue. A Free Server Did the Voting.
He Turned a Use-After-Free Into a Hypothesis Queue. A Free Server Did the Voting. The cras...
#cpp#testing#ai#devops
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Finley Zhou4d ago • 6 min read
A Local Disagreement Filter Stopped a Free Model Endpoint From Re-Explaining the Same C++ Warnings
The maintenance team started with a noisy problem. A C++ service emitted more than four hundred...
#automation#cpp#software#tooling
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Finley Li5d ago • 5 min read
A Tiered Verification Gate for Cheap Model-Generated C++ Patches
A freshly released coding model can generate several C++ patch candidates in the time it takes to...
#cpp#testing#ai#devops
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Morgan Ma5d ago • 4 min read
A Clean-Room Evaluation Loop for a Newly Released Model Like Minimax H3
When a model such as Minimax H3 starts appearing in feeds, the immediate pressure is to paste...
#cpp#ai#tutorial#opensource
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Yuxuan Guan11h ago • 5 min read
How I Built a 20-in-1 Windows Toolbox with C++20 + MFC
Open source: https://github.com/gyx114/PowerBox ｜ MIT License Intro A while ago I set.....
#cpp#mfc#opensource#microsoft
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Finley Zhou5d ago • 4 min read
A Free Model Endpoint Replied Twice, Then Went Silent. The Fix Was a C++ Replay Envelope, Not Retries
Late on a Tuesday, a C++ tooling team noticed their warning classifier was duplicating...
#cpp#ai#testing#reliability
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Finley Zhou4d ago • 5 min read
The Crash Tagger Kept Passing the JSON Contract Until It Didn't: A C++ Drift Ledger for Free Model Labels
At 02:40 the triage queue stopped draining. The worker process was healthy. The Redis length grew......
#cpp#ai#reliability#observability
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Finley Zhou5d ago • 4 min read
One Weak Symbol, Two Definitions: A C++ ODR Bug and a Two-Stage Free Triage
The release build crashed every third launch. The debug build never crashed. The team blamed a race....
#cpp#ai#debugging#testing
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@NineNi999neNine13h ago • 1 min read
FractalBrainOS: Open-source hierarchical Kuramoto oscillator engine in C++17
Hi everyone, I've released FractalBrainOS v5.2 (Kubera Edition) — an open-source, self-learning...
#cpp#ai#opensource#machinelearning
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Robert Mendola6d ago • 2 min read
Design Notes for a Deterministic C++ Simulation Framework
“Same inputs, same result” sounds like a simple requirement. In a multithreaded simulation, it is an...
#architecture#cpp#softwareengineering
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Tomas Gallucci4d ago • 4 min read
In the Beginning...
Working with Modern AIs The day I met Claude was a dark day It was a...
#cpp#programming
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Finley Zhou1d ago • 4 min read
Case Study: A Small C++ Build-Log Triage Tool and Four Merge Gates for Free Model Patches
A free model endpoint is useful for a C++ refactor only when the patch can prove it did not regress....
#cpp#ai#testing#programming
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Finley Zhou7h ago • 4 min read
Case Study: A Free Model Wrote a C++ Tree Hasher. The Reference Oracle Found Three Bugs.
Conclusion first: a free model drafted a working C++17 directory hasher in one pass. The draft...
#cpp#ai#testing#casestudy
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Finley Zhou2d ago • 5 min read
A Free Model Endpoint Proposed a Build Cleanup. My C++ Executor Required a Dry Run Before Touching State.
A model endpoint can return well-formed JSON, a whitelisted tool name, and a command that is still.....
#cpp#ai#programming#security
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Boran Tunç15h ago • 1 min read
Why I Built a Lightweight (~473 KB) Username Checker in C++17
I wanted a fast, lightweight way to check usernames across multiple platforms without the bloat of.....
#cli#cpp#opensource#programming
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