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Recent posts tagged benchmarking

Level UI • 20 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
The Singularity Workshop • Sep 6 • in Articles • 10 min read
Benchmarking the FSM: Pure Strings, Already Fast — and About to Get Faster
Benchmarking the FSM: Pure Strings, Already Fast — and About to Get Faster There's a particular reaction you tend to get when you tell an experienced systems programmer that your architecture is string-backed: "Don't use strings." It's almost ref...
post-cover-26350
  • thesingularityworkshop
  • fsm-api
  • benchmarking
  • softwareengineering
2 Reactions 2 Comments
Panagiotis Panos Gkilis • Sep 5 • in Articles • 6 min read
The Compiler Got 5% Slower. The Benchmark Called It a 10% Regression a Quarter of the Time.
IBM's Benchpress pins the seeds that build its circuits and passes no seed to the code that compiles them. On one circuit, over 400 seeds per version, the real change between two Qiskit releases is +5.37%. The suite's own three-run protocol reports ...
  • quantum
  • testing
  • benchmarking
  • python
4 Reactions 2 Comments
yohjisakamoto • Aug 4 • in Articles • 2 min read
Fewer LLM turns, more commands: a practical way to verify research-heavy agent work
!Real 15-slide deliverablehttps://github.com/user-attachments/assets/f3f269e8-b4f7-4ddf-bfff-6359c120e724 What if an agent spent less time going back to the model, but did much more useful work inside each turn? That is the idea I have been testing...
post-cover-24113
  • ai
  • llm
  • coding-agents
  • benchmarking
1 Reactions 0 Comments
yohjisakamoto • Jul 28 • in Articles • 1 min read
I built a repeatable way to check whether token-saving tools actually work
Hi, I’m Yu. Earlier this month I released Tura and wrote about why agent harnesses need long-horizon benchmarks, not just one-off demos. Over the past two weeks, I’ve seen more people publish tests of token-saving tools such as RTK and Ponytail. Tha...
  • ai
  • llm
  • agent-tools
  • benchmarking
0 Reactions 0 Comments
Alex • Jun 28 • in Articles • 2 min read
The Divergence Problem: Why Your Proxy Ages Faster Than You Think
You know that moment when your test suite goes green but the feature is clearly broken? Multiply that by an entire field, stretch it over decades, and you've got what dendroclimatologists call the divergence problem. The benchmark that quietly expir...
  • ai
  • machine-learning
  • benchmarking
  • software-testing
0 Reactions 0 Comments
nolan_voss • Apr 30 • in Articles • 5 min read
The 1,000-Message Test: A Benchmark for AI Memory That Most Apps Fail
Most apps that claim "memory" don't have it. I spent 200 days testing AI companion apps. 15 platforms, every subscription paid out of pocket. What I found, consistently, is that "memory" in marketing copy usually means one of three things: a context...
post-cover-16288
  • ai
  • architecture
  • llm
  • benchmarking
12 Reactions 2 Comments
liangk • Feb 11 • in Articles • 12 min read
We Measured the N+1 Query Problem. The Numbers Are Worse Than You Think.
I kept seeing the same advice in every ORM tutorial: "Watch out for N+1 queries." Every code review, every blog post, every conference talk. Always the same warning, never the actual numbers. So I decided to measure it. I built a benchmark suite, ...
post-cover-11471
  • n-plus-1
  • performance
  • benchmarking
  • query-optimization
6 Reactions 1 Comments
Tom Smithverified • 16 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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