99.999% of our development is outside Twitter. Five nines RELIABILITY depends upon never depending on something as undependable as @Twitter.

I'm starting to teach a course in Scientific Literacy, from how to read a paper all the way to the behind the scenes (what's peer review, what are the alternatives, publishing and so on). Anyone has good resources to share? Examples for articles we could dissect are also welcome!

According to a new study by David Rozado, there has been a big increase in news headlines suggesting fear, anger, disgust, and sadness since 2000, and especially since about 2010. Journalists are pushing your buttons.

🤯 Full body tracking now possible using only WiFi signals A deep neural network maps the phase and amplitude of WiFi signals to UV coordinates within 24 human regions The model can estimate the dense pose of multiple subjects by utilizing WiFi signals as the only input 🧵

In THE example of a deep-referenced GOATpost Tim Dettmers defined the niche genre of "practical optimization of GPUs / other factors for for scalable ML dev workflows." Turning examples like this GOATpost into crowd-curated annotated biblio-repositories is what AnnotifyAPP is.

Do we KNOW anything about how to process or wrangle data yet? Clearly, the answer is a resounding NO! We are not remotely close to even beginning to tap the surface of intelligent wrangling and/or smarter data wrangling! annotifyapp.github.io/communication/…

Great engineers wielding AI is so much more than vibecoding

Here’s the Kscores benchmark. Link: github.com/KCORES/kcores-…

Branches illuminate. Code lives. Frameworks improv. Sprints conclude. Dependencies shift. Velocity stabilizes. Architecture emerges. Evolution happens. Knowledge transfers. Progress protects. Decisions echo. Refactoring simplifies. Signals strengthen. Skills build. Flow reveals.

Code's gas bottles up Butler watches silently Process preserved WHOLE In "The Philosophy of Complete Code Preservation" we will explore the philosophy behind GitFartler's approach. github.com/FARTSlive/FART…

In "Virtual Branching: Beyond Traditional Git Workflows" we examine GitButler's revolutionary virtual branch concept and why/how GitFartler extends this even further for comprehensive capture of the branch vibe coding process. github.com/FARTSlive/FART…

In "The Input Capture Architecture Behind GitFartler" we detail our vision of a technical architecture underpinning the observability engineering tooling which captures every keystroke, mouse movement, interaction and compile this into a DENSE CommitMsg. github.com/FARTSlive/FART…

In "Vibe Preservation: Capturing the FULL Context of Creation" we explore the concept of "vibe" - the ineffable quality of creative sessions going beyond descriptions of changes made ... chat activity, AI response, ref matl, rewrites ... the FULL context. github.com/FARTSlive/FART…

In "The Heisenberg Challenge: Invisible Observation Systems" we address the fundamental "SuperFly on the wall" paradox of observability engineering: how we record FULL branch coding processes, unobtrusively offer JIT needed service, w/o altering the vibe. github.com/FARTSlive/FART…

In "Eternal Storage: Building the Forever Vessel for Creativity" we outline GitFartler's Git/Jujutsu data model for longterm preservation of creative processes across tech/users/orgs/hubs; how DVCS paradigms can balance accessibility, longevity, security. github.com/FARTSlive/FART…

In "The Technology Stack Powering GitFartler" we go into detail discussing the data digestion tech necessary in the bowels of GitFartler, built on Rust's memory safe foundations, enabling data-precompiler fold mechanisms for data wrangling for ML/AI ops. github.com/FARTSlive/FART…

In "Multi-Dimensional Capture: Beyond Linear Recording" we introduce the concept of multi-dimensional capture that preserves the FULL richness of the vibe of creative process and captures MORE context than under rigorous ConventionalCommit msg discipline. github.com/FARTSlive/FART…

In "The Complete Context: Integrating Reference Materials in Creative Capture" we explain annotified bibliographication of complete ecosystems of creation, not just code editing, but the constellation of applications shaping the creative environment vibe. github.com/FARTSlive/FART…

In "Beat Coding: The Cultural Philosophy Behind GitFartler" we explore how vibe coding influences will improve knowledge worker lives. How did the Beats shape opposition to pathological conformity? How did Heinleinian hard science fiction shape science? github.com/FARTSlive/FART…

FIRST, we seek to understand WHY we will build what we want to build. We can share / refactor our vision, THEN we dogfood it into Reality, continually honing/refining our vision of what's needed next, solidifying vapor into new steps for our next ascents. github.com/FARTSlive/FART…