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C++

Official tag for the C++ programming language.

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In the Beginning...

In the Beginning...

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4 min read
A Local Disagreement Filter Stopped a Free Model Endpoint From Re-Explaining the Same C++ Warnings

A Local Disagreement Filter Stopped a Free Model Endpoint From Re-Explaining the Same C++ Warnings

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6 min read
The Crash Tagger Kept Passing the JSON Contract Until It Didn't: A C++ Drift Ledger for Free Model Labels

The Crash Tagger Kept Passing the JSON Contract Until It Didn't: A C++ Drift Ledger for Free Model Labels

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5 min read
A Free Model Endpoint Replied Twice, Then Went Silent. The Fix Was a C++ Replay Envelope, Not Retries

A Free Model Endpoint Replied Twice, Then Went Silent. The Fix Was a C++ Replay Envelope, Not Retries

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4 min read
A Free Model Endpoint Returned 200 With an Empty Body. The Fix Was a Lease, Not a Retry.

A Free Model Endpoint Returned 200 With an Empty Body. The Fix Was a Lease, Not a Retry.

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5 min read
Free Model Explanations Are Just Another Build Input. So I Gave Them a Replay Cache.

Free Model Explanations Are Just Another Build Input. So I Gave Them a Replay Cache.

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5 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.

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4 min read
Testing AI C++ Race Fixes: TSan Harness

Testing AI C++ Race Fixes: TSan Harness

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6 min read
One Weak Symbol, Two Definitions: A C++ ODR Bug and a Two-Stage Free Triage

One Weak Symbol, Two Definitions: A C++ ODR Bug and a Two-Stage Free Triage

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4 min read
A Tiered Verification Gate for Cheap Model-Generated C++ Patches

A Tiered Verification Gate for Cheap Model-Generated C++ Patches

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5 min read
A Clean-Room Evaluation Loop for a Newly Released Model Like Minimax H3

A Clean-Room Evaluation Loop for a Newly Released Model Like Minimax H3

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4 min read
Design Notes for a Deterministic C++ Simulation Framework

Design Notes for a Deterministic C++ Simulation Framework

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2 min read
Free Model Endpoints Make Good Fuzz Generators and Bad Oracles

Free Model Endpoints Make Good Fuzz Generators and Bad Oracles

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4 min read
I Inherited 60,000 Lines of Undocumented C++. I Read It With an AI and Assumed Every Answer Was a Lie.

I Inherited 60,000 Lines of Undocumented C++. I Read It With an AI and Assumed Every Answer Was a Lie.

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5 min read
DFlash Changes What Tokens per Second Means

DFlash Changes What Tokens per Second Means

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11 min read
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