Pullrepo14h ago

πŸš€ Fastest-growing AI projects today

1. The trend highlights a growing interest in tools that can both refine writing conventio...
2. The WantongC/journal-adapt-writing-skill repository helps users learn the writing style...
3. With a growth score of 69.83 and 233 stars, it stands out as an innovative tool for res...

Full report β†’ https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-16-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Today's Prompt Engineering: Fastest-Growing Projects β€” May 16, 2026 | PullRepo

Today's Prompt Engineering, developers are focusing on creating more adaptable and efficient ways to interact with large language models (LLMs) and AI systems.…

PullRepo
Benjamin Han1d ago

Promptbreeder claims "self-referential" prompt evolution β€” the LLM mutates the prompts that mutate its task prompts. But the paper's own ablation shows the dominant operator is simpler: a fixed library of 39 generic "thinking-style" hints that seeds the initial population. Prompt-optimization has since moved from operator menus toward natural-language feedback signals (GEPA, MIPROv2).

https://benjaminhan.net/posts/20260515-promptbreeder/?utm_source=mastodon&utm_medium=social

#LLMs #PromptEngineering #Metacognition #Reasoning #AI

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution – synesis

An evolutionary prompt search where both task prompts and the mutation prompts that rewrite them are co-evolved by an LLM, beating Chain-of-Thought and Plan-and-Solve on arithmetic and commonsense reasoning.

synesis
Pullrepo1d ago

πŸš€ Fastest-growing AI projects today

1. The most notable project WantongC’s journal-adapt-writing-skill, which has garnered sig...
2. WantongC/journal-adapt-writing-skill helps learners understand and adopt the writing st...
3. Its high growth score of 76.75 and 163 stars indicate a strong community interest, like...

Full report β†’ https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-15-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Today's Prompt Engineering: Fastest-Growing Projects β€” May 15, 2026 | PullRepo

Today's Prompt Engineering, we've seen a diverse range of projects emerging to cater to various needs, from refining writing skills for academic journals to cr…

PullRepo
sayzard1d ago

I cut my OpenRouter bill 43% by fixing my own prompts. Then shipped the tool

FixMyPromptλŠ” AI ν”„λ‘¬ν”„νŠΈμ˜ λͺ¨ν˜Έν•¨, λˆ„λ½λœ λ§₯락, 뢈λͺ…ν™•ν•œ λͺ©ν‘œ λ“± 문제λ₯Ό μžλ™μœΌλ‘œ μ§„λ‹¨ν•˜κ³  κ°œμ„ μ•ˆμ„ μ œμ‹œν•˜λŠ” AI 기반 ν”„λ‘¬ν”„νŠΈ QA λ„κ΅¬μž…λ‹ˆλ‹€. μ‚¬μš©μžλŠ” ꡬ독 없이 μ‚¬μš©ν•œ 만큼만 λΉ„μš©μ„ μ§€λΆˆν•˜λ©°, ChatGPT, Claude, Gemini, Midjourney λ“± λ‹€μ–‘ν•œ λͺ¨λΈμ— 적용 κ°€λŠ₯ν•©λ‹ˆλ‹€. 이 λ„κ΅¬λŠ” λͺ…ν™•ν•œ λͺ©ν‘œ μ„€μ •κ³Ό κ΅¬μ‘°ν™”λœ ν”„λ‘¬ν”„νŠΈλ₯Ό 톡해 토큰 μ‚¬μš©λŸ‰μ„ 40~60% μ ˆκ°ν•˜κ³ , μž¬μ‹œλ„ 횟수λ₯Ό 쀄여 효율적인 AI ν™œμš©μ„ λ•μŠ΅λ‹ˆλ‹€. ν–₯ν›„ νŒ€ 계정, κ³ κΈ‰ 뢄석, JSON μŠ€ν‚€λ§ˆ 검증 λ“± 프리미엄 κΈ°λŠ₯도 μΆœμ‹œ μ˜ˆμ •μž…λ‹ˆλ‹€.

https://fixmyprompt.net/

#promptengineering #llm #aidevelopment #tokenoptimization #saas

Why Your ChatGPT Answers Suck β€” and How to Fix Them

Paste your prompt. Get the 5 reasons it's failing, and a rewrite that actually works. Free to try. No subscription.

FixMyPrompt
Pullrepo2d ago

πŸš€ 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 β†’ https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-14-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Today's Prompt Engineering: Fastest-Growing Projects β€” May 14, 2026 | PullRepo

Today's the Prompt Engineering space, there's a noticeable trend towards creating comprehensive libraries and frameworks that cater to various industries and u…

PullRepo
Assetsoft2d ago

β€œEnglish is becoming the new coding language.”

Nagesh Nagaraj on how Prompt Engineering is reshaping the future of AI, automation, and platforms like @Yardi

#AI #PromptEngineering #GenerativeAI #Yardi #PropTech #assetsoft

sayzard3d ago

dominik kundel (@dkundel)

Codex의 μž₯κΈ° μ‹€ν–‰ λͺ©ν‘œλ₯Ό κ΄€λ¦¬ν•˜λŠ” 데 μœ μš©ν•œ 방법을 κ³΅μœ ν•œλ‹€. λͺ©ν‘œ 진행 상황을 λ³΄μ—¬μ£ΌλŠ” goal.html을 주기적으둜 μ—…λ°μ΄νŠΈν•˜λ„λ‘ μ§€μ‹œν•˜κ³ , ν•„μš”ν•˜λ©΄ μ •κΈ°μ μœΌλ‘œ commitκ³Ό pushλ₯Ό ν•˜κ²Œ ν•˜λΌλŠ” νŒμ΄λ‹€. AI μ½”λ”© μ—μ΄μ „νŠΈλ₯Ό 더 μ•ˆμ •μ μœΌλ‘œ μš΄μ˜ν•˜λŠ” μ‹€μš©μ  운용 λ°©λ²•μœΌλ‘œ λ³Ό 수 μžˆλ‹€.

https://x.com/dkundel/status/2054616381568815484

#codex #aiagent #promptengineering #devtools

dominik kundel (@dkundel) on X

I love this idea! Running a long Codex goal myself right now and used steering to immediately incorporate this with "Regularly update a goal.html that shows the progress towards the goal". Also helpful: ask Codex to regularly commit and push if you need to keep other people in

X (formerly Twitter)
Guia de TI3d ago

Evento gratuito ensina como criar agentes de IA usando Google ADK, Claude e MCP

https://guiadeti.com.br/evento-agentes-ia-google-adk-mcp/

#agentesia #claude #contextengineering #desenvolvimentodesoftware #fullcycle #googleadk #inteligenciaartificial #mcp #promptengineering
https://guiadeti.com.br/evento-agentes-ia-google-adk-mcp/?fsp_sid=540

Evento gratuito ensina como criar agentes de IA usando Google ADK, Claude e MCP - Guia de TI

Aprenda a criar agentes de IA com Google ADK, Claude e MCP em um evento online gratuito para desenvolvedores.

Guia de TI
sayzard3d ago

Wrote this for humans, now I use it as a prompt

이 글은 인간을 μœ„ν•΄ μž‘μ„±λœ μ½”λ“œ 리뷰 κ°€μ΄λ“œκ°€ LLM을 μœ„ν•œ ν”„λ‘¬ν”„νŠΈλ‘œλ„ ν™œμš©λ˜λŠ” 사둀λ₯Ό μ†Œκ°œν•œλ‹€. μ½”λ“œ λ¦¬λ·°λŠ” 평가가 μ•„λ‹Œ ν˜‘μ—… 과정이며, λ¦¬λ·°μ–΄λŠ” μ œμ•ˆλœ λ³€κ²½μ‚¬ν•­μ˜ μ˜λ„μ™€ 전체 μ½”λ“œ 건강(가독성, μœ μ§€λ³΄μˆ˜μ„±, κΈ°λŠ₯μ„±)을 μ΄ν•΄ν•˜λŠ” 데 집쀑해야 ν•œλ‹€. ꡬ체적이고 λͺ…ν™•ν•œ ν”Όλ“œλ°±μ„ μ œκ³΅ν•˜λ©°, μ €μžμ˜ 진행을 λ°©ν•΄ν•˜μ§€ μ•Šκ³  긍정적인 λ°©ν–₯으둜 λ‚˜μ•„κ°€λ„λ‘ λ•λŠ” 것이 μ€‘μš”ν•˜λ‹€. 이 κ°€μ΄λ“œλŠ” LLM이 μƒμ„±ν•œ μ½”λ“œ 리뷰에도 적용 κ°€λŠ₯ν•΄ AI κ°œλ°œμžλ“€μ΄ μ½”λ“œ ν’ˆμ§ˆ ν–₯상에 μ°Έκ³ ν•  수 μžˆλ‹€.

https://x-x.codes/posts/supplementary-guide-to-code-reviews

#codereview #llm #promptengineering #softwareengineering #collaboration

Supplementary Guide to Code Reviews - x-x

Note from 12.05.26: About year and a half ago I put together code review guide for human-written code to help my team speed things up and show how to operate based on trust, respect, and mutual goals; This aged well and now the same article shared as a prompt guides LLMs to review generated code focusing on understanding and maintaining consistency in a codebase

x-x
sayzard3d ago

Prompting Patterns (Groq Documentation)

Groq λ¬Έμ„œμ˜ 'Prompting Patterns' κ°€μ΄λ“œλŠ” μ˜€ν”ˆμ†ŒμŠ€ μ–Έμ–΄ λͺ¨λΈκ³Ό μž‘μ—…ν•  λ•Œ μ μ ˆν•œ ν”„λ‘¬ν”„νŠΈ νŒ¨ν„΄μ„ μ„ νƒν•˜λŠ” 체계적인 방법을 μ œμ‹œν•œλ‹€. μ œλ‘œμƒ·, 퓨샷, 체인 였브 쏘트 λ“± λ‹€μ–‘ν•œ νŒ¨ν„΄μ„ 업무 μœ ν˜•λ³„λ‘œ μΆ”μ²œν•˜λ©°, 고객 지원 ν‹°μΌ“ 처리 사둀λ₯Ό 톡해 각 νŒ¨ν„΄μ˜ 싀무 μ μš©λ²•κ³Ό μž₯점을 μƒμ„Ένžˆ μ„€λͺ…ν•œλ‹€. 이λ₯Ό 톡해 AI 기반 지원 μžλ™ν™”μ—μ„œ 정확도와 신뒰성을 높이고, μž‘μ—… νš¨μœ¨μ„ κ°œμ„ ν•  수 μžˆλ‹€.

https://console.groq.com/docs/prompting/patterns

#promptengineering #llm #fewshot #zeroshot #aiautomation

Prompt Engineering Patterns Guide - GroqDocs

A comprehensive guide to prompt engineering patterns for large language models, including Zero Shot, Few Shot, Chain of Thought, ReAct, Chain of Verification, and Chain of Density. Learn when and how to use each pattern with practical examples and tips for reliable results.

GroqDocs