100%
Iβve been using the Claude code CLI for a couple months now and it seems to have some sort of memory. Iβm interested to know how they differ and how Lettaβs system works without blowing your context budget.
Yeah I was previously using a cronjob and python script that used the Anthropic SDK for the specific task of enriching my obsidian notes.
Did you use Claude code before letta code? If so, why the move?
I mean the loop that allows the agent to be autonomous waking up at heartbeats to consider tasks.
Iβve recently got openclaw running an agent automating some personal knowledge base stuff in obsidian. Itβs fun but not sure how useful it is.
I had assumed VINCENT was an autonomous agent running somewhere. Are you just accessing him through letta code?
Iβve been making heavy use of Claude Code. Very happy with it but itβs fun to look around.
@jtauber.com are you running Letta on a dedicated box?
As models like Opus 4.6 get dramatically better than previous ones, the opportunity cost of trying out other models goes through the roofβyouβd sacrifice tremendous productivity to spend time testing out something else that *might* be better.
Weβve keeping a release notes section in Stark from day 1. We release several times a week most weeks and was hand writing them until a few weeks ago.
Now, they are automatically drafted using Sonnet using commits as context. I only make the occasionally light edit.
Big time saver!
I say a week, but that was a week that included my focus being on about 6 other things for 75% of the time.
I don't get all the doomerism out there when it comes to AI. This is incredible to be able to build and solve real problems so fast.
More please.
This will support two different modes for our tagged trailers:
> Presence detection on our each of our scales
> Plant Ingress/Egress so we can capture precise timing of trips
That's hardware settings and configuration, to capturing and ingesting the data into Stark, our customer Django-based ERP for quoting, order fulfillment, purchasing and more.
This past week I've been playing with RFID technology.
I've gone from ground zero (only basic conceptual understanding) to a fully working end to end system.
Software development in 2026
> State your goals and success criteria
> Ask model to brainstorm a development plan with you
> Review and tweak plan
> Approve plan have the coding agents get to work.
Plan approved. Let's roll.
This is exactly my experience and sentiment.
Claude Code has been a game changer in my throughout without sacrificing quality.
world.hey.com/dhh/promotin...
This is a pretty cool idea.
www.dbreunig.com/2026/01/08/a...
Had the opportunity to speak and then sit on a on panel at the 2025 ARA Conference in Salt Lake City earlier this week. This blog post is a summary of my talk.
There is really cool tech behind these three projects that I'm hoping to do deep dive articles soon.
wedgworth.dev/eliminating-...
New blog post out:
wedgworth.dev/using-vite-w...
#django #vue #vite
I had Claude Code write a complete feature while I was off eating dinner. Just a couple tweaks after I returned and itβs merged!
On this week's episode, @digiglean.bsky.social and I talk about REPL mods, Polars vs pandas, doing data science on quasars, and more.
With content from: @pytorch.org @djangoproject.com @trey.io @paltman.com and others not on the π¦
The actions we opened sourced (github.com/wedgworth/ac...) make use of @namespacelabs.com and they have been nothing short of fantastic. Highly recommend!
How We Continually Delivery Software
wedgworth.dev/how-we-conti...
In this post, we share our first bit of open source, a set of @github.com actions we are reusing across projects that others might find useful.
π Bug Reporting Pro Tips π
Clearly state:
what you expected to happen
what happened instead
Screenshots are gold if related to any UI
Anti-pattern (don't do this): "Site doesn't work"
Help your dev team, help you. β¨
I've been a long time Apple Magic Trackpad user but recently switched to the Logitech MX Master 3S (the 4 was on backorder).
The difference in ergonomics is incredible.
Why did I wait so long?!
Crafting Software: Writing Maintainable Code
wedgworth.dev/crafting-sof...
Reusing GraphQL Queries with Django and Strawberry
wedgworth.dev/reusing-grap...
#django #graphql
Feeling lucky over here in us-east-2.
You can save some memory by moving to @pola.rs
from #pandas but watch out for a subtle difference in the quantile's different default interpolation methods.
wedgworth.dev/polars-vs-pa...
#pydata #python #data