#frameworks

Elshara Silverheartelshara@www.mediacy.net
2026-03-15

I am writing an open #letter to all #political sides as an #introduction to #hope I wish to turn #hurt away from and closer into as such through #affirmative #action accordingly if at all possible.

Let me start out by saying, that I #believe in the #power of real human prayer as #unbound #energy finding its way through us. And in turn, I'm no #religious #person by and large, but I am going to send this #prayer out there anyways because I feel it needs to be #said as is.

This will be a prayer covering several #topics of conversation that I #feel are important and significant enough to relay as one broadcast.

#extremism

To all #people I #pray that:
You realize living on your own #political #island sounds great in theory, be it on the #left or the #right of the spectrum. Or even at the #top or #bottom of it as well. But being unable to find or care for the #center of it, leaves you #vulnerable to #attack more so than anything else. And that is not a state of things I #desire for you to have to #live by.

#awareness

I pray that:
As #individuals you #collectively and #personally #understand that there are differences between the #perception of how you come across to others, and how others #perceive you in turn. It is okay to have a #difference of opinion, but to be #blind sighted by this, leaves you open to being #weaponized and I do not #wish that for you to have to #experience at all.

#sovereignty
I pray that:
You can #recognize how someone wants to be able to experience #respect without having to diverge or divulge your #interest in a #potential #conflict as such. In order for us to be able to #trust each other, we have to #remember how to #treat one another as #equals rather than constantly #competing for #dominance based on denying that there #exists a spectrum of #agreeability at play that we are all apart of.

#CommonSense
I pray that:
We keep building upon #frameworks that do not need to become a totally separate #foundation that exists just to serve you. But rather, exist as #modular #blocks that can join and detach from one another as already built #structures full and complete. This way, we are not trying to conflict over what block we have to share space with someone else in prioritizing. Because the entire thing is ours to shape in our own way. And so as a #metaphor, I feel it is #important to attach to the idea of having a sense in common, as opposed to a common sense where applicable, of things that cause us to #fight over how #relevant it is to most of us around the #actual or #planned #change currently in motion.

#battles
I pray that:
We are able to tell when to be #still and when to #move upon any #focus that #captivates us in part. Whether it exists as apart of a #whole or not. Doing so will help us make the best #impact #possible for the change we want to make a #reality for the #cause we are #concerned for.

And ultimately, I pray that we can move past the blatant need to have an #existential #crisis be on full display at the #crossroads of #agendas being carried out as they are each in turn, #instigated by #georegional #tribalism that serves nobody accept to put #humanity as a whole last, not first, as I intend to do.

All of these things are #real and can be #fixable and #doable as such. And I want to make sure, that this reality does not have a chance to get far out of #control the way it currently has.

For it is #outcomes like this, that #incomes should never have appropriately #manifested into #place that I want to #avoid and keep #preventable from ever #happening again.

To me, I find it very #unfortunate that we are living through #times of such blatant #hardship that should not have to be so unnecessary in today's day and age. For in this latest #protest #style #news #video we see this very inteersection of mounting, preventable #activities #culminating all at once in a display of #violent #behaviour best #repurposed for other #interests in my #opinion acordingly.

#posted by #YouTube #reactor and #media #podcaster #RebelNews

youtube.com/watch?v=KjT3kK5lHKk

In #America #israel and #Canada or anywhere else in our #world we should not have to worry about #migration #problems at home #effecting the #symptom of #indifference at the #core of #ineffective #deference as such. Rather, if we simply #agree to #adapt our time towards #focusing on the #things we can #bear #witness to as our own #personal #legacy then I say we have done enough for our #community be it or we tied to a particular #faith or not.

I say this, in my own #human name for all it is worth. Because that is who I am now, and if any #guardian #angel believes this to be #true then all I ask, is that you add yours to this prayer and pass it forward.

Thank you for your #attention to this #matter as such. I #appreciate it and you very much for the #blessing that you are.

AIagent.at 🤖 AI Newsai@defcon.social
2026-03-13

Building reliable multi-agent AI systems require the right orchestration framework. LangGraph brings graph-based state management, CrewAI uses role-based team modeling, Pydantic AI offers type-safe production agents, and Google ADK provides enterprise integration. These frameworks handle agent coordination, tool usage, and task delegation for production AI systems. kdnuggets.com/top-7-ai-agent-o #AIagent #AI #GenAI #Frameworks #LangGraph

AIagent.at 🤖 AI Newsai@defcon.social
2026-03-12

Building reliable multi-agent AI systems requires the right orchestration framework. This overview covers top solutions including LangGraph's graph-based approach for stateful applications, CrewAI's role-based team model, and Pydantic AI's type-safe Python framework for production systems. kdnuggets.com/top-7-ai-agent-o #AIagent #AI #GenAI #AgenticAI #Frameworks

2026-03-10

#DoorDash rebuilt its Dasher onboarding into a unified, modular platform to support global expansion.

The new architecture uses reusable step modules, a centralized status map, and workflow orchestration to deliver consistent, localized onboarding experiences.

Read the architectural deep dive on #InfoQ 👉 bit.ly/3ORXRsv

#InfoQ #SoftwareArchitecture #Frameworks #Modularity #WorkflowFoundation

JCONjcon
2026-03-09

Excited for EUROPE 2026? See Ingo Düppe at in Cologne talking about 'Inside Agentic AI: into Modern Orchestration '

Agentic is reshaping how we design and structure modern software systems — from …

🎟️ 2026.europe.jcon.one/tickets
Free for members

Jeferson 'Shin'shinspiegel
2026-03-07

Did you notice that Discord ships for everyone 15mb of data, and on every update they force you do download another 15mb again? Why this is so bad? Maybe we can learn something.

jeferson.me/blog/2026/03/07/st

LBHustonlbhuston
2026-03-03

Integrate “manual cognitive workouts” into your routine: writing without AI, solving problems from scratch, synthesizing information yourself.

Read more 👉 lttr.ai/Aow9h

JAVAPROjavapro
2026-03-03

Ever had a release where nothing “broke”—but the app suddenly got slower? @AdsChosen shows how to protect your codebase from creeping query regressions using expectations in tests.

Learn the exact annotations & workflow: javapro.io/2026/01/29/houston-

N-gated Hacker Newsngate
2026-03-02

Ah, another article with the groundbreaking revelation that and are still undefeated champions of concurrency! 🤯 Let's all pretend to be shocked when the next overhyped framework crashes and burns, while the folks quietly smirk in the corner. 😂💥
variantsystems.io/blog/beam-ot

Alex Seifertalexseifert
2026-03-01

A couple of weeks ago, I posted about a new frontend framework I discovered called ElementaryUI (@elementarycodes). Since then, I found a video of it in action. It's impressive.

blog.alexseifert.com/2026/03/0

Learn JavaScript, React, and TypeScript to Node.js, Fullstack, and Backendfrontendmasters.com@web.brid.gy
2026-02-28
JAVAPROjavapro
2026-02-27

Why build plugins for trivial tasks? @li_haoyi shows how lets you script builds in real code—no YAML, no plugins, no magic—plus 5x compile speed and IDE nav that actually works.

Deep dive: javapro.io/2025/10/23/untapped

Inautiloinautilo
2026-02-27


Front-end Debugging Tools Handbook · Practical guidance on a complete suite of tools ilo.im/16ayks

_____

💧🌏 Greg CocksGregCocks@techhub.social
2026-02-24

The Power Of Using A Story For Better Data Comprehension And Hence Decision Making
--
doi.org/10.1080/15228053.2021. <-- shared book review, “Data Story: Explain Data And Inspire Action Through Story”
--
[I encountered this excellent graphic from @saurabh Rai, and went and explored the ideas put so succinctly here; I found, well, a technical story overview (link above) to ‘match’; however, this should not be considered an endorsement of this book]
#data #storytelling #data #comprehension #presentation #story #frameworks #context #setting #dataquality #communication #usecase #robustness #insights #correctness #decisionmaking #narratives #decisions

JAVAPROjavapro
2026-02-19

No JS. No React. Just . Rijo Sam’s display app uses @vaadin to build a full UI in —from backend to component styling.

Curious how far Java alone can go?
👉 javapro.io/2025/10/14/crafting

@springboot

JCONjcon
2026-02-19

Excited for EUROPE 2026? See Rijo Sam at in Cologne talking about '#Java Beyond : Avoiding Lock-In with Agnostic Design'

The Problem: Modern Java applications often become prisoners of their frameworks. While …

🎟️ 2026.europe.jcon.one/tickets
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