#promptengineering — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #promptengineering, aggregated by home.social.
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#PromptEngineering taught us to write better instructions. #ContextEngineering asks a bigger question: what should your AI agent see - and what should it never see?
In this #InfoQ talk, Patrick Debois & Baruch Sadogursky explore 4️⃣ context-engineering antipatterns:
1️⃣ Stuffed prompts
2️⃣ Wrong retrieval tools
3️⃣ Goldfish agents
4️⃣ Vibes-based evalsWatch now for key architectural insights 👉 https://bit.ly/4qvc4dt
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I almost spent 9 hours on a Google Prompt Engineering course but found a 20-min shortcut instead. 😅
If you really want to learn to break the system, you have to stop treating LLMs like basic search engines. Treat them like compilers.
The 5-step formula for perfect outputs:
1️⃣ Task (add a persona)
2️⃣ Context
3️⃣ References
4️⃣ Evaluate
5️⃣ Iterate -
Trying to use generative AI for development is just an exercise in paying a machine to confidently misunderstand your instructions until you hit the rate limit.
You ask for a quick bug fix, it hands you something that is not even close enough, apologizes for the error, and then hands you the exact same unmatching code again with a smiley face.
#DeveloperLife #ProgrammingHumor #AI #GenerativeAI #CodingProblems #TechHumor #DevMastodon #PromptEngineering
(Cartoon by Last Place Comics)
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🚀 Fastest-growing AI projects today
1. One standout project focuses on enhancing the quality of generated UIs by preventing ge...
2. The **ComfyUI-MiniMaxH3-Prompt-Writer** (Growth Score: 39.58, Stars: 76) a local multim...
3. It appears to be growing due to its unique approach in integrating advanced AI models d...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-15-2026
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🚀 Fastest-growing AI projects today
1. From interactive games designed to teach prompt engineering skills to specialized tools...
2. One notable trend the increasing focus on preventing generic or low-quality output from...
3. Thproject local multimodal prompt writing for MiniMax H3 within the ComfyUI framework,...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-14-2026
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vibe coders crying "but I put so much effort into that! You could at least acknowledge that". You didn't put any effort into that. Your #LLM did. Pass my thanks to your LLM.
#AI #artificialIntelligence #vibeCoding #genAI #generativeAI #noAI #codingAgent #agenticAI #agenticCoding #promptEngineering
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DSPy describes itself as a Python framework for building AI systems as structured signatures rather than raw prompts. I'm not convinced that this extra layer of abstraction adds more than you lose in transparency about what's actually being sent to the model.
I'm curious if anyone here has actually used this in production and what you thought about it.
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Treating AI prompts not as one-off queries, but as an iterative, human-centered design process transforms garbage-in, garbage-out, it’s empathy-in, quality-out.
#DesignThinking #PromptEngineering #GenerativeAI #UXDesign #AI #PromptDesign #IterativeDesign -
🚀 Fastest-growing AI projects today
1. Eversmile12/leaked-llm-prompts a repository that collects leaked large language model (...
2. With 343 stars, its growth score of 29.00 reflects interest in understanding and levera...
3. T8mars/minimax-h3-prompt-skill-T8 creative video prompt cases and installable skills fo...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-12-2026
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🚀 Fastest-growing AI projects today
1. Additionally, several projects focusing on optimizing and compressing prompts for bette...
2. Let’s dive into some of the top-growing repositories: **Eversmile12/leaked-llm-prompts*...
3. The project's growth score and star count indicative of its intriguing content and the...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-11-2026
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🚀 Fastest-growing AI projects today
1. The tools highlighted thweek showcase a diverse range of functionalities that cater to...
2. The "leaked-llm-prompts" repository by Eversmile12 collects leaked prompts used in larg...
3. With a growth score of 32.41 and 343 stars, it's clear that developers interested in un...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-10-2026
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The Modern Geometric Editorial Portrait
A sophisticated, semi-abstract editorial artwork that bridges mid-century modern design with contemporary luxury poster aesthetics. Curated from the LaiqVerse Prompt Studio, this piece transforms a standard portrait into a striking composition of simplified geometric forms, sculpted planes, and silky airbrushed gradients. Features a warm, charismatic smile with slightly exaggerated eyes, rendered as a digital vector painting with clean faceted geometry, crisp organic edges, and subtle paper grain texture. The restrained palette includes deep navy blue, warm ivory, soft cream, charcoal blue, muted slate, and a single bold accent red. It showcases the cutting-edge capability of AI in Pakistan to blend clean vector precision with rich, emotive character rendering.https://laiqai.wordpress.com/2026/08/09/the-modern-geometric-editorial-portrait/
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🚀 Fastest-growing AI projects today
1. Developers also exploring innovative ways to leverage AI for practical tasks such as we...
2. One repository stands out with its focus on collecting leaked language model prompts, w...
3. The **leaked-llm-prompts** repository by Eversmile12 a collection of leaked prompts des...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-09-2026
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The Illustrator’s Sketchbook
A spontaneous, chaotic, and densely packed sketchbook page that captures the subject through dynamic, hand-drawn art. Featuring multiple poses—from realistic portraits to humorous chibis—interacting with their MacBook, iPad, and signature accessories. Curated from the LaiqVerse Prompt Studio, this piece showcases the versatility of AI in Pakistan to generate raw, authentic, personality-driven concept art.https://laiqai.wordpress.com/2026/08/08/the-illustrators-sketchbook/
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🚀 Fastest-growing AI projects today
1. Among these, several GitHub repositories stand out for their unique approaches and grow...
2. Eversmile12's "leaked-llm-prompts" collects leaked prompts from large language models (...
3. With a growth score of 36.73 and 343 stars, the repository attracting significant atten...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-08-2026
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RE: https://norden.social/@kielkontrovers/117058445942604276
Ich finde, dann sollte neben jeder KI-generierten Rede auch der dazugehörige Prompt veröffentlicht werden, damit wir wissen, was die Politiker*innen, Ministerien, Behörden usw. uns 𝘦𝘪𝘨𝘦𝘯𝘵𝘭𝘪𝘤𝘩 mitteilen wollten.
#ki #ai #genai #llm #politik #Verwaltung #behörden #texte #reden #SchleswigHolstein #Landesregierung #prompt #promptEngineering #ifg #transparenz
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In 9 weeks you can make $18,000/month by building a better AI tattoo design app.
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Why prompting should not be our focus when teaching students about AI
This is a sketch of a much longer piece of work I need to write:
- The role of prompting is diminishing is diminishing as chatbots develop because they increasingly infer and pre-empt what the user shares. It’s no longer a crucial skill for using them effectively and we need to avoid presenting it as if it is.
- As Essien et al put it, “agency in prompting does not automatically produce learning; without reflective regulation, it may become only efficient prompting”. The student might still treat uncritically accept outputs, outsource to a self-defeating degree or engage in malpractice while nonetheless prompting effectively.
- It’s hard to talk about prompting without veering into the terrain of ‘prompt engineering’. This is a contingent feature of the discourse but there’s a whole theory of what models are implicit in the notion of ‘prompt engineering’ which is really unhelpful for learning: imagining prompting as a form of natural language coding through which you unlock the machine.
- The language of prompting also lends itself to thinking about single-shot interaction which is now how you use a chatbot in reflective and thoughtful ways. Again there’s nothing necessary about this but the discourse constraints our capacity to emphasise the dialogical element as essential while still talking about prompting.
- If we see the use of chatbots for learning in terms of dialogue, then we need a dialogical vocabulary for thinking about it. What makes for a better or worse conversation? What is the student bringing to the model? How are they greeting the responses of the chatbot? How does the interaction unfold through these dynamics over time? This is the terrain we need to work on and again I think the language gets in the way.
- The capabilities involved in this are much more like literacy more broadly than the language of prompting can really account for. To write fluently, confidently and thoughtfully equips you to prompt effectively. To draw upon a range of references in expansive and relevant ways unlocks the capability of the model to respond to complexity. If we talk about this as ‘prompting’ we redescribe what are relatively familiar aspirations of humanistic education in an unhelpful way. This also obscures inequalities of cultural capital in who can do this and who cannot do it.
I realise in writing this my problem is less with prompting and more on prioritising it and the conceptual baggage which comes with it. Instead I suggest the focus needs to be on student agency when using chatbots. Essien et al again:
When students maintain control over goals, prompts, evaluation, and final judgement, the feared risk of cognitive atrophy may be reduced (Yang et al. 2024), and AI may function less as a surrogate and more as a dialogic partner (Krakowski 2025). This aligns with warnings that passive AI use may weaken learning (Linde- baum et al. 2025).
So perhaps I’d see student agency as composed of (a) prompting skills (b) literacy (c) critical AI literacy?
#AI #higherEducation #pedagogy #promptEngineering #prompting #studentAgency -
🚀 Fastest-growing AI projects today
1. Additionally, repositories focusing on specific use cases such as website design and so...
2. Eversmile12's "leaked-llm-prompts" repository collects leaked large language model (LLM...
3. The repository’s Growth Score of 39.18 suggests that while its content intriguing and r...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-august-07-2026