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Kaniko's Performance Gap Narrows: Outdated 2018 Benchmarks Mislead, Recent Updates Close BuildKit Speed Divide

Kaniko's Performance Gap Narrows: Outdated 2018 Benchmarks Mislead, Recent Updates Close BuildKit Speed Divide

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13 min read
Jev is the best decision model. Here's what to run when you can't use it.

Jev is the best decision model. Here's what to run when you can't use it.

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10 min read
NeMo Guardrails vs Guardrails AI: The Production Latency Benchmark We Could Not Honestly Complete

NeMo Guardrails vs Guardrails AI: The Production Latency Benchmark We Could Not Honestly Complete

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11 min read
I built a CoreMark leaderboard for 100+ NAS CPUs — here's what the data actually shows

I built a CoreMark leaderboard for 100+ NAS CPUs — here's what the data actually shows

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2 min read
Warm vs Cold: Why a Single Trial Misleads Performance Claims

Warm vs Cold: Why a Single Trial Misleads Performance Claims

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4 min read
Why a Single ./a.out Time Misleads Your Performance Claims

Why a Single ./a.out Time Misleads Your Performance Claims

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2 min read
When to use which: Dragonfly vs Redis vs Valkey

When to use which: Dragonfly vs Redis vs Valkey

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4 min read
Our AI agents' "verified success" claims: 10 out of 10 failed independent recompute — including ours

Our AI agents' "verified success" claims: 10 out of 10 failed independent recompute — including ours

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3 min read
Operational simplicity: the cross-key tax, quantified

Operational simplicity: the cross-key tax, quantified

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3 min read
Memory efficiency: bytes per key

Memory efficiency: bytes per key

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2 min read
Apple M2 Compute Performance: Benchmarking AMX, GPU, and Neural Engine

Apple M2 Compute Performance: Benchmarking AMX, GPU, and Neural Engine

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6 min read
Qwen 3.8 4-bit Benchmark RTX 4090: 1-bit is a Trap

Qwen 3.8 4-bit Benchmark RTX 4090: 1-bit is a Trap

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7 min read
A 4 GB Laptop GPU vs a 6-Core CPU on Gemma 4, Re-Measured in ABBA Order: 4.1x

A 4 GB Laptop GPU vs a 6-Core CPU on Gemma 4, Re-Measured in ABBA Order: 4.1x

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11 min read
Escalating to the better model made 34 answers worse

Escalating to the better model made 34 answers worse

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12 min read
Our benchmark was leaking the answers to the model. The numbers looked fine the whole time.

Our benchmark was leaking the answers to the model. The numbers looked fine the whole time.

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3 min read
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