Teaching a Memory Engine to Sleep: Async Reflection Pushes LoCoMo to 85.3%
All numbers in this post come from reproducible evaluation scripts. Protocol: full LoCoMo benchmark, 10 sessions, 1536 answerable QA pairs, recall@10
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All numbers in this post come from reproducible evaluation scripts. Protocol: full LoCoMo benchmark, 10 sessions, 1536 answerable QA pairs, recall@10
^1.2.3, ~1.2, 1.2.x, >=1.2 . The same strings go into four package managers. They do not agree about what those strings select. I implemented all fou
Hey DEV community! 👋 I'm a student developer and solo builder, and over the past several months I've been working on an open-source side project call
Hey everyone, A server's vanity URL is a big part of its identity on Discord, but standard bots aren't able to manage or protect them if snipers or n
One skeleton, many screens argued that admin screens should be declared as typed data rather than coded, and it ended by claiming the idea was indepen
I have Cline open in VS Code almost all day. In the background, it fires off calls to model APIs, makes requests I never triggered by hand, and — I as
Version 0.17 of Uteke shipped today, and the theme is explainability. Your local memory store should be able to show you why it returned what it retur
Introduction "The runtime your coding agents live on." This is the 174th article in the "One Open Source Project a Day" series. Today's
Originally published at kunalganglani.com — read it there for inline code, hero image, and live links. I’ve watched more teams lose a release day t
“Validated on millions of molecules” sounds impressive, but by itself it says surprisingly little. A cheminformatics implementation can process milli
A security system can collect thousands of events. But collecting events is not the difficult part. The difficult part is deciding: Which events a
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Motivation The time has come: the big test. I got some simple binaries running on my Rust KVM hypervisor (at this point I am thinking about
This is a submission for Weekend Challenge: Generosity Edition What I Built Every donation platform proves the same single fact: money lef
Una nota personale Nel 2000 lavoravo principalmente su Windows NT — stavo pure prendendo una certificazione — quando mi hanno assegnato a u
I can't remember exactly when I started using Google Photos, but it’s been my go-to for a long time, probably since it was released. It is one of the
A test lives in the file you already have open. You write it in the language you ship, you run it, and when it fails you get an input you can look at.
Docker management, monitoring that goes deeper than a green dot, backups I have actually restored, and everything else that showed up once deploying s
I went looking for a better runtime check and found a different way to think about the problem. I have spent a lot of time recently thinking about wh
TL;DR 📌 🕰️ Then: I built google-chat-electron by hand, over months, reading tutorial after tutorial. ⚡ Now: I rebuilt the whole thing as