







Make faster decisions with incomplete data.
Loop Engineering | AddyOsmani.com
You don't really need to be good at prompting anymore. The thing to get good at is the loop that does the prompting for you. It's five building blocks plus s...

Knowing When to Stop: The Art of Making a Loop Converge | Andreessen Horowitz
The systems that matter will not be the ones that can keep going. They all can.

Why we're bullish on loops
WTF are loops, why is everyone arguing about them, and why do they actually matter?


The Growth OS Map: Building Defensible Loops in the AI Era
The 8 loops and the 5-layer architecture needed to replace fragile funnels with a resilient GTM engine.

Performance Explorer — oMLX
Compare model performance across context lengths with community benchmark data.


OpenAI can’t tell if something was written by AI after all
OpenAI’s tool struggled with accuracy.

What is “loop engineering?”
There’s talk about loop engineering, but what is it exactly? I looked into it, and found triggers, cron jobs, AI slop & more. Is it a “here today, gone tomorrow” trend?

Ollama
Ollama is the easiest way to automate your work using open models, while keeping your data safe.

Cross-Harness Agentic Memory
Supermemory built a ~99% benchmark ensemble to prove the benchmarks are gameable.Letta scored 74% on LoCoMo with just a filesystem. No vector DB, no graph.
Why I don’t think AGI is right around the corner
Continual learning is a huge bottleneck

Its noticing others gaining the same insight about adverserial loops improving output reddit.com/r/ClaudeAI/comments/1q5a90l/s…
From the ClaudeAI community on Reddit
www.reddit.com