Just one Week left to apply for a talk at ConTeXt meeting by context group, Ryszard Kubiak on 23-29 August 2025 in Holiday site KREFTA in #Chmielno, #Poland
#context
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Efforts to reduce animal experiments are important and should be pursued. But despite progress in #AI, #organoids, and #InSilico models, I’m not convinced we’re there yet — especially in #neuroscience, where #complexity and systemic #context matter. However, I do think we should stay committed and aim for reduction by all available means. I recently came across this article, which gives a good overview of the current state of the field:
GEN - Genetic Engineering and Biotechnology News · Why We Still Need Animal Research in a World of AI and Organoids
A #macOSapp, #Context, was built using #ClaudeCode, an #AIcoding tool. #Claude #Code, with its #agenticloop and support for #MCPservers, significantly sped up #development. While Claude Code is proficient in #writingcode and #SwiftUI, #contextengineering is crucial due to the limited context window of the model. https://www.indragie.com/blog/i-shipped-a-macos-app-built-entirely-by-claude-code?eicker.news #tech #media #news
www.indragie.com · I Shipped a macOS App Built Entirely by Claude CodeHow I built Context—a native macOS SwiftUI app for debugging MCP servers—almost entirely with Claude Code, and what I learned about building with AI coding agents.
#ContextEngineering - Unlocking #AgenticAI’s True Potential
> Today's #LLMs are far more complex with context size of millions of tokens and the ability for calling external systems, tools, and even #agentic orchestration with multi-agent #AI systems. #Context has therefore evolved beyond the prompt to include System Prompt, User Input/Prompt, Memory, Retrieved Information (#RAG etc.), information on tools (#MCP), responses from tools, and structured output format
https://deepgains.substack.com/p/context-engineering-unlocking-agentic
Deep Gains · Context Engineering - Unlocking Agentic AI’s True Potential
#HiddenHashtags continuing to inject #TimelineIntruders.
Readers get displayed different Posts depending on their method of reading.
I can't tell why some Posts are on my Timeline with #HiddenHashtags.
My Timeline - but not easily under my control?
Hashtags can create #Context.
Hashtags can attract specific types of users.
A visible hashtag experience can be very different to a hidden hashtag experience.
Hiden or visible hashtag #TrumpIsLordJesus.
Different UX.
Client dependent.
Importance of context management in AI NPCs
https://walterfreedom.com/post.html?id=ai-context-management
walterfreedom.comPost - walterfreedomBlog post by walterfreedom
#context #engineering
#컨텍스트연지니어링
#AI #LLM
출처: GeekNews - 개발/기술/스타트업 뉴스 서비스
https://search.app/LXyq4
GeekNews · AI의 새로운 핵심 역량은 프롬프트가 아닌 "컨텍스트 엔지니어링" | GeekNews"프롬프트 엔지니어링"에서 한 단계 발전한 "컨텍스트 엔지니어링"으로 논의가 전환되고 있음컨텍스트란 단순한 프롬프트 문장이 아니라, LLM이 답변을 생성하기 전 볼 수 있는 모든 정보(지침, 대화이력, 장기 메모리, 외부 정보, 가용 도구 등) 를 의미함에이전트의 성공과 실패는 이제 모델의 성능보다 컨텍스트의 질에 달려 있음고도화된 에이전트는 사용자의 캘린
#Development #Approaches
We’re using AI wrong · “The question isn’t whether AI will get smarter.” https://ilo.im/164sly
_____
#Programming #Coding #AI #Chatbots #Context #Workflows #Codebase #WebDev #Frontend #Backend
N’s Blog · There’s a Better Way to Code with AIEvery developer I know has the same frustrating ritual. Open Claude Code or Cursor and ask it to do a task. The AI gives you generic code, sometimes useful (but usually not). You correct it. It apologizes. You explain again, with additional context. Rinse, repeat, until you want to throw your laptop out the window. David Cramer from Sentry recently shared his AI workflow where he maintains manual rules files to give LLMs context. Solid approach, but it feels like too much copy-pasting. It’s 2025, and machines can do a better job of remembering things. It’s funny how we’ve built the most powerful reasoning systems in human history, then lobotomized them by making them forget everything after each conversation. My question: is there a better way?
How to pass the invisible
https://hackers.pub/@hongminhee/2025/how-to-pass-the-invisible
Hackers' Pub · How to pass the invisibleThis post explores the enduring challenge in software programming of how to pass invisible contextual information, such as loggers or request contexts, through applications without cumbersome explicit parameter passing. It examines various approaches throughout history, including dynamic scoping, aspect-oriented programming (AOP), context variables, monads, and effect systems. Each method offers a unique solution, from the simplicity of dynamic scoping in early Lisp to the modularity of AOP and the type-safe encoding of effects in modern functional programming. The post highlights the trade-offs of each approach, such as the unpredictability of dynamic scoping or the complexity of monad transformers. It also touches on how context variables are used in modern asynchronous and parallel programming, as well as in UI frameworks like React. The author concludes by noting that the art of passing the invisible is an eternal theme in software programming, and this post provides valuable insights into the evolution and future directions of this critical aspect of software architecture.
Continued thread
Solved! 
This was a pretty "interesting" bug. Remember when I invented a way to implement #async / #await in #C, for jobs running on a threadpool. Back then I said it only works when completion of the task resumes execution on the *same* pool thread.
Trying to improve overall performance, I found the complex logic to identify the thread job to put on a pool thread a real deal-breaker. Just having one single MPMC queue with a single semaphore for all pool threads to wait on is a lot more efficient. But then, a job continued after an awaited task will resume on a "random" thread.
It theoretically works by making sure to restore the CORRECT context (the original one of the pool thread) every time after executing a job, whether partially (up to the next await) or completely.
Only it didn't, at least here on #FreeBSD, and I finally understood the reason for this was that I was using #TLS (thread-local storage) to find the context to restore.
Well, most architectures store a pointer to the current thread metadata in a register. #POSIX user #context #switching saves and restores registers. I found a source claiming that the #Linux (#glibc) implementation explicitly does NOT include the register holding a thread pointer. Obviously, #FreeBSD's implementation DOES include it. POSIX doesn't have to say anything about that.
In short, avoiding TLS accesses when running with a custom context solved the crash. 
Deep Background: Using o3 to make an annotation layer to the "MAHA" report https://mikecaulfield.substack.com/p/deep-background-using-o3-to-make #AI #tools #context
Deep Background: Using o3 to make an annotation layer to the "MAHA" report https://mikecaulfield.substack.com/p/deep-background-using-o3-to-make #AI #tools #context
I'm trying to correct a longtime gap by finally reading Twain's Tom Sawyer and Huckleberry Finn books, and have to admit—I hate them. Yeah, there's real craft here, and some great storytelling, but OMG it's nonstop n****r n****r n****r and I'm sure Twain was trying to be on the right side of things but it's just relentless. Reminds me how we queer folk are supposed to revere The Boys In The Band, which has a similar problem, but with sad gayness.
Greg Cocks Geospatial Without Maps [blog post]
--
https://cercanasystems.com/2025/05/geospatial-without-maps/ <-- shared blog posts
--
[I will be honest, I can’t remember the last time I personally made a map…]
#GIS #spatial #mapping #mapless #AllDataIsSpatial #usecase #appliedscience #appliedtechnology #automation #coding #machinelearning #AI #maintenance #utilities #GPS #infrastructure #datasupply #dataflow #spatialdata #spatialanalysis #spatiotemporal #farming #agriculture #precisionagriculture #yield #InternetOfThings #integration #smartinfracture #earthobservation #model #modeling #routing #urban #planning #spatiallogic #proximity #zonal #statistics #geostatistics #context #systemsintegration #workflows #processmodels #spatialintelligence #decisionsystems #businessrules #efficiency
Replied in thread
@mcc some options you may or may not be aware of:
- switch to librewolf (recommend!)
- set
extensions.pocket.enabledto false inabout:config - set
toolkit.legacyUserProfileCustomizations.stylesheetsto true inabout:configand put#context-savelinktopocket { display: none }in<firefox-profile>/chrome/userChrome.css
this last one lets you hide a bunch of junk in right click menus. my current settings:
#context-navigation,
#context-sep-navigation,
#context-sendimage,
#context-print-selection,
#context-bookmarklink,
#context-stripOnShareLink,
#context-take-screenshot,
#context-sep-screenshots,
#context-searchselect,
#context-searchselect-private,
#context-translate-selection,
#context-ask-chat,
#frame-sep,
#context-savelinktopocket,
#context-sendlinktodevice,
#context-sep-sendlinktodevice,
#context-viewpartialsource-selection,
#context-inspect-a11y,
#sidebarRevampSeparator
{
display: none;
}
Update on // foss.events:
registration has opened and description updated for
ConTeXt meeting by context group, Ryszard Kubiak on 22-29 August 2025 in Holiday site KREFTA in #Chmielno, #Poland
Find out more on https://foss.events/2025/08-22-context-meeting.html
// foss.eventsConTeXt meeting on // foss.eventsEverything in a nutshell about ConTeXt meeting on // foss.events
#AgenticClaudeCode: 3 Essential Folders for Top-Tier #AI #Coding 
• Proper #context is crucial for #AIassisted #coding - the three-directory system ensures AI tools have all necessary information
