#promptengineering — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #promptengineering, aggregated by home.social.
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🚀 Fastest-growing AI projects today
1. These tools not only growing rapidly but also accumulating significant interest as deve...
2. The repository "ai-business-skills" by minhnv0807 a standout project with a Growth Scor...
3. It production-ready skills and prompt templates for popular AI platforms like Claude Co...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-14-2026
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Fine-tuning vs. prompting — I ran the experiment so you don't have to. What actually determines which approach wins. https://hackernoon.com/ml-internals-fine-tuning-vs-prompting-a-practical-investigation #promptengineering
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Fine-tuning vs. prompting — I ran the experiment so you don't have to. What actually determines which approach wins. https://hackernoon.com/ml-internals-fine-tuning-vs-prompting-a-practical-investigation #promptengineering
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Fine-tuning vs. prompting — I ran the experiment so you don't have to. What actually determines which approach wins. https://hackernoon.com/ml-internals-fine-tuning-vs-prompting-a-practical-investigation #promptengineering
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Fine-tuning vs. prompting — I ran the experiment so you don't have to. What actually determines which approach wins. https://hackernoon.com/ml-internals-fine-tuning-vs-prompting-a-practical-investigation #promptengineering
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Fine-tuning vs. prompting — I ran the experiment so you don't have to. What actually determines which approach wins. https://hackernoon.com/ml-internals-fine-tuning-vs-prompting-a-practical-investigation #promptengineering
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Короткий промпт ≠ дешёвый промпт: как оптимизация ломает prefix cache в LLM-агентах
32 tools в промпте - дешевле, чем 7. Да, да - если вы строите агентов, это не опечатка. Это следствие того, как работает prefix cache в агентском цикле, и почему локальная оптимизация одного запроса ломает кэш на всей траектории. Третья статья серии про prefix caching - теперь про этих ваших агентов.
https://habr.com/ru/companies/bitrix/articles/1033822/
#llmагент #prefix_caching #токены #aiагенты #ai #prompt_caching #promptengineering #contextengineering
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Короткий промпт ≠ дешёвый промпт: как оптимизация ломает prefix cache в LLM-агентах
32 tools в промпте - дешевле, чем 7. Да, да - если вы строите агентов, это не опечатка. Это следствие того, как работает prefix cache в агентском цикле, и почему локальная оптимизация одного запроса ломает кэш на всей траектории. Третья статья серии про prefix caching - теперь про этих ваших агентов.
https://habr.com/ru/companies/bitrix/articles/1033822/
#llmагент #prefix_caching #токены #aiагенты #ai #prompt_caching #promptengineering #contextengineering
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Короткий промпт ≠ дешёвый промпт: как оптимизация ломает prefix cache в LLM-агентах
32 tools в промпте - дешевле, чем 7. Да, да - если вы строите агентов, это не опечатка. Это следствие того, как работает prefix cache в агентском цикле, и почему локальная оптимизация одного запроса ломает кэш на всей траектории. Третья статья серии про prefix caching - теперь про этих ваших агентов.
https://habr.com/ru/companies/bitrix/articles/1033822/
#llmагент #prefix_caching #токены #aiагенты #ai #prompt_caching #promptengineering #contextengineering
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Короткий промпт ≠ дешёвый промпт: как оптимизация ломает prefix cache в LLM-агентах
32 tools в промпте - дешевле, чем 7. Да, да - если вы строите агентов, это не опечатка. Это следствие того, как работает prefix cache в агентском цикле, и почему локальная оптимизация одного запроса ломает кэш на всей траектории. Третья статья серии про prefix caching - теперь про этих ваших агентов.
https://habr.com/ru/companies/bitrix/articles/1033822/
#llmагент #prefix_caching #токены #aiагенты #ai #prompt_caching #promptengineering #contextengineering
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🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to fine-tune their prompts to get better resul...
2. yaojingang/yao-open-prompts has seen significant traction with a Growth Score of 14.61...
3. Its popularity can be attributed to the growing demand for high-quality prompts in non-...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-10-2026-2
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🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to fine-tune their prompts to get better resul...
2. yaojingang/yao-open-prompts has seen significant traction with a Growth Score of 14.61...
3. Its popularity can be attributed to the growing demand for high-quality prompts in non-...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-10-2026-2
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🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to fine-tune their prompts to get better resul...
2. yaojingang/yao-open-prompts has seen significant traction with a Growth Score of 14.61...
3. Its popularity can be attributed to the growing demand for high-quality prompts in non-...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-10-2026-2
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🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to fine-tune their prompts to get better resul...
2. yaojingang/yao-open-prompts has seen significant traction with a Growth Score of 14.61...
3. Its popularity can be attributed to the growing demand for high-quality prompts in non-...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-10-2026-2
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🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to fine-tune their prompts to get better resul...
2. yaojingang/yao-open-prompts has seen significant traction with a Growth Score of 14.61...
3. Its popularity can be attributed to the growing demand for high-quality prompts in non-...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-10-2026-2
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🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to improve the efficiency and effectiveness of...
2. yaojingang/yao-open-prompts has taken the top spot with a Growth Score of 16.62 and 1,3...
3. Threpository a comprehensive library of Chinese AI prompts covering various scenarios s...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-09-2026
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🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to improve the efficiency and effectiveness of...
2. yaojingang/yao-open-prompts has taken the top spot with a Growth Score of 16.62 and 1,3...
3. Threpository a comprehensive library of Chinese AI prompts covering various scenarios s...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-09-2026
-
🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to improve the efficiency and effectiveness of...
2. yaojingang/yao-open-prompts has taken the top spot with a Growth Score of 16.62 and 1,3...
3. Threpository a comprehensive library of Chinese AI prompts covering various scenarios s...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-09-2026
-
🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to improve the efficiency and effectiveness of...
2. yaojingang/yao-open-prompts has taken the top spot with a Growth Score of 16.62 and 1,3...
3. Threpository a comprehensive library of Chinese AI prompts covering various scenarios s...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-09-2026
-
🚀 Fastest-growing AI projects today
1. Developers increasingly looking for ways to improve the efficiency and effectiveness of...
2. yaojingang/yao-open-prompts has taken the top spot with a Growth Score of 16.62 and 1,3...
3. Threpository a comprehensive library of Chinese AI prompts covering various scenarios s...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-09-2026
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🚀 Fastest-growing AI projects today
1. Developers seeking ways to refine their prompts to elicit sharper responses, while also...
2. Our top growth scores reflect thtrend, with repositories showcasing innovative approach...
3. Yao Open Prompts, with a Growth Score of 22.18 and 1,305 stars, a comprehensive library...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-08-2026-2
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🚀 Fastest-growing AI projects today
1. Developers seeking ways to refine their prompts to elicit sharper responses, while also...
2. Our top growth scores reflect thtrend, with repositories showcasing innovative approach...
3. Yao Open Prompts, with a Growth Score of 22.18 and 1,305 stars, a comprehensive library...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-08-2026-2
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🚀 Fastest-growing AI projects today
1. Developers seeking ways to refine their prompts to elicit sharper responses, while also...
2. Our top growth scores reflect thtrend, with repositories showcasing innovative approach...
3. Yao Open Prompts, with a Growth Score of 22.18 and 1,305 stars, a comprehensive library...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-08-2026-2
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🚀 Fastest-growing AI projects today
1. Developers seeking ways to refine their prompts to elicit sharper responses, while also...
2. Our top growth scores reflect thtrend, with repositories showcasing innovative approach...
3. Yao Open Prompts, with a Growth Score of 22.18 and 1,305 stars, a comprehensive library...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-08-2026-2
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🚀 Fastest-growing AI projects today
1. Developers seeking ways to refine their prompts to elicit sharper responses, while also...
2. Our top growth scores reflect thtrend, with repositories showcasing innovative approach...
3. Yao Open Prompts, with a Growth Score of 22.18 and 1,305 stars, a comprehensive library...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-08-2026-2
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🚀 Fastest-growing AI projects today
1. From prompt compression to multimodal injection testing, developers creating innovative...
2. With growth scores ranging from 3 to 19, these projects gaining traction quickly.
3. yaojingang/yao-open-prompts a comprehensive library of Chinese AI prompts covering vari...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-08-2026
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🚀 Fastest-growing AI projects today
1. From prompt compression to multimodal injection testing, developers creating innovative...
2. With growth scores ranging from 3 to 19, these projects gaining traction quickly.
3. yaojingang/yao-open-prompts a comprehensive library of Chinese AI prompts covering vari...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-08-2026
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🚀 Fastest-growing AI projects today
1. The trend shifting towards more specialized solutions that cater to specific use cases,...
2. yaojingang/yao-open-prompts, with a growth score of 25.56 and 802 stars, a comprehensiv...
3. Its popularity stems from its extensive coverage and relevance to the growing Chinese A...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-07-2026-2
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🚀 Fastest-growing AI projects today
1. The trend shifting towards more specialized solutions that cater to specific use cases,...
2. yaojingang/yao-open-prompts, with a growth score of 25.56 and 802 stars, a comprehensiv...
3. Its popularity stems from its extensive coverage and relevance to the growing Chinese A...Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-07-2026-2
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Early tests show that platforms can follow this format surprisingly well — especially when the tasks are clearly modularized.
Read more 👉 https://lttr.ai/Aq2MV
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Early tests show that platforms can follow this format surprisingly well — especially when the tasks are clearly modularized.
Read more 👉 https://lttr.ai/Aq2MV
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AI fluency is the new hiring buzzword, and companies are already regretting it
https://fed.brid.gy/r/https://nerds.xyz/2026/05/ai-fluency-bad-hires/
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AI fluency is the new hiring buzzword, and companies are already regretting it
https://fed.brid.gy/r/https://nerds.xyz/2026/05/ai-fluency-bad-hires/
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https://www.europesays.com/uk/941105/ Luma opens Uni-1.1 API to image developers in Europe #Adobe #AIAdoption #AIEthics&Governance #AMD #ArtificialIntelligence(AI) #Benchmarking #ComputerVision #DeveloperTools #EU #Europe #Europe(European) #European #GenerativeAI(GenAI) #london #Luma #MachineLearning(ML) #MarketingTechnologies(MarTech) #PromptEngineering #SoftwareDevelopment #UnitedKingdomUK
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RE: https://mastodon.art/@otterlove/116505289006825916
This year's #StateOfAI survey had the question "What other questions do you wish the survey would've asked, if any?"
Here are my suggestions—I thought, I didn't want to keep them from you:
– How do you feel due to the fact that you are surrounded by #AI in your job and daily life?1/
#amCoding #amProgramming #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #noAI #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
This year's #StateOfAI survey had the question "What other questions do you wish the survey would've asked, if any?"
Here are my suggestions—I thought, I didn't want to keep them from you:
– How do you feel due to the fact that you are surrounded by #AI in your job and daily life?1/
#amCoding #amProgramming #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #noAI #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
This year's #StateOfAI survey had the question "What other questions do you wish the survey would've asked, if any?"
Here are my suggestions—I thought, I didn't want to keep them from you:
– How do you feel due to the fact that you are surrounded by #AI in your job and daily life?1/
#amCoding #amProgramming #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #noAI #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
This year's #StateOfAI survey had the question "What other questions do you wish the survey would've asked, if any?"
Here are my suggestions—I thought, I didn't want to keep them from you:
– How do you feel due to the fact that you are surrounded by #AI in your job and daily life?1/
#amCoding #amProgramming #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #noAI #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
This year's #StateOfAI survey had the question "What other questions do you wish the survey would've asked, if any?"
Here are my suggestions—I thought, I didn't want to keep them from you:
– How do you feel due to the fact that you are surrounded by #AI in your job and daily life?1/
#amCoding #amProgramming #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #noAI #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
If you don't like #AI, are an AI skeptic, or a #noAI supporter, you can participate as well and share your side of the story
#webDev #webDevelopment #softwareDevelopment #softwareEngineering #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #StateOfAI #StateOfWebDev #FollowerPower #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
If you don't like #AI, are an AI skeptic, or a #noAI supporter, you can participate as well and share your side of the story
#webDev #webDevelopment #softwareDevelopment #softwareEngineering #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #StateOfAI #StateOfWebDev #FollowerPower #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
If you don't like #AI, are an AI skeptic, or a #noAI supporter, you can participate as well and share your side of the story
#webDev #webDevelopment #softwareDevelopment #softwareEngineering #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #StateOfAI #StateOfWebDev #FollowerPower #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
If you don't like #AI, are an AI skeptic, or a #noAI supporter, you can participate as well and share your side of the story
#webDev #webDevelopment #softwareDevelopment #softwareEngineering #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #StateOfAI #StateOfWebDev #FollowerPower #LLM
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RE: https://mastodon.art/@otterlove/116505289006825916
If you don't like #AI, are an AI skeptic, or a #noAI supporter, you can participate as well and share your side of the story
#webDev #webDevelopment #softwareDevelopment #softwareEngineering #artificalIntelligence #genAI #generativeAI #AGI #agenticAI #AIChatBot #vibeCoding #promptEngineering #agenticCoding #StateOfAI #StateOfWebDev #FollowerPower #LLM
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MetaSPO meta-learns a task-agnostic system prompt via a bilevel loop: outer tunes system prompt across tasks, inner tunes per-task user prompts. Generalizes to 14 unseen tasks across 5 domains.
The decomposition is the contribution. Once prompts split into task-agnostic (system) vs task-specific (user), meta-learning follows. System-prompt optimization transfers; user-prompt doesn't.
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MetaSPO meta-learns a task-agnostic system prompt via a bilevel loop: outer tunes system prompt across tasks, inner tunes per-task user prompts. Generalizes to 14 unseen tasks across 5 domains.
The decomposition is the contribution. Once prompts split into task-agnostic (system) vs task-specific (user), meta-learning follows. System-prompt optimization transfers; user-prompt doesn't.
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MetaSPO meta-learns a task-agnostic system prompt via a bilevel loop: outer tunes system prompt across tasks, inner tunes per-task user prompts. Generalizes to 14 unseen tasks across 5 domains.
The decomposition is the contribution. Once prompts split into task-agnostic (system) vs task-specific (user), meta-learning follows. System-prompt optimization transfers; user-prompt doesn't.
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MetaSPO meta-learns a task-agnostic system prompt via a bilevel loop: outer tunes system prompt across tasks, inner tunes per-task user prompts. Generalizes to 14 unseen tasks across 5 domains.
The decomposition is the contribution. Once prompts split into task-agnostic (system) vs task-specific (user), meta-learning follows. System-prompt optimization transfers; user-prompt doesn't.
-
MetaSPO meta-learns a task-agnostic system prompt via a bilevel loop: outer tunes system prompt across tasks, inner tunes per-task user prompts. Generalizes to 14 unseen tasks across 5 domains.
The decomposition is the contribution. Once prompts split into task-agnostic (system) vs task-specific (user), meta-learning follows. System-prompt optimization transfers; user-prompt doesn't.
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DSPy turns LM pipelines into typed-module graphs and compiles them end-to-end against a single metric, bootstrapping its own few-shot demonstrations.
The programming-model layer is the real contribution, not any specific teleprompter. Once pipelines are typed graphs, pipeline-level search (MASS, MIPRO) becomes possible in a way it wasn't with string-template prompts.
https://benjaminhan.net/posts/20260430-dspy/?utm_source=mastodon&utm_medium=social