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I benchmarked 5 managed graph databases — and the "obvious" winner changed depending on what I measured The setup I was asked to benchmark CognoDB C…
Last night, my AI partner and I built a memory system from scratch, tested it about forty different ways, deployed it to the edge, and submitted it…
I was asked to benchmark CognoDB Cloud, a managed graph database, against four other graph platforms on the same hardware, the same dataset, and the…
A reproducible comparison of CognoDB Cloud, Neo4j AuraDB, Memgraph, FalkorDB and ArangoDB, and the two things that nearly made it lie. I was asked t…
Last week my feed filled with screenshots of MiniMax H3 benchmark results, and every post seemed to reach a different conclusion about whether the r…
DeepSeek released Harness into developer preview yesterday — MIT license, source on GitHub, and a claim that "everything is a plugin." I spent some…
Overview A native HTTP engine for Node.js has been developed with the goal of providing a faster, built-in alternative to the standard node:http mod…
Engineering posts often end with: The new design is correct, scalable, and fast. Fast compared with what? When we changed Podium so tied players ran…
Disclosure: I maintain Lynkr , the router being benchmarked, so read everything here with that in mind. The mitigation: every number in this post co…
TL;DR Ran LiteSpeed Enterprise (LSWS) and Nginx side-by-side on identical VPS instances for 3 months, hosting the same 12 WordPress sites on each. L…
OpenAI published an audit of SWE-Bench Pro on July 8, 2026 and estimated that roughly 30% of its tasks are broken. The reported issues make a famili…
Originally published on tamiz.pro . Introduction With voice interfaces becoming ubiquitous in applications from virtual assistants to transcription…
"It works on my test input" is the most dangerous sentence in on-device AI development. I typed that sentence - or some version of it - a dozen time…
Explore how the GitHub Copilot agentic harness delivers strong results across multiple benchmarks and leading token efficiency, while maintaining fl…
The day AutoMapper stopped being a no-brainer For years, AutoMapper was the default. You added the NuGet package, wrote a profile, and never thought…
Model speed is not a property of the model. It is a property of the model plus your payload size plus your output format plus whether you're constra…
Google released Gemma 4 E4B with a specific claim: native function calling. "Enhanced coding and agentic capabilities," the model card said. "Native…
We Tested 10 Untested LLMs on Agent Coding — The Results Are In Yesterday I promised to benchmark 10 LLMs that have never been tested on real agent…
This week I shipped a benchmark for code-intelligence MCP servers and posted the results — including the cases where my own tool lost. Within 36 hou…