prompt optimizer techniques - SERP Analysis

https://arize.com/blog/prompt-optimization-few-shot-prompting/

https://www.datacamp.com/blog/prompt-optimization-techniques

https://blog.langchain.dev/exploring-prompt-optimization/

https://cameronrwolfe.substack.com/p/automatic-prompt-optimization

https://www.promptingguide.ai/guides/optimizing-prompts

https://guides.temple.edu/ai-chatbots/prompts

https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/prompt-optimizer

https://www.reddit.com/r/PromptEngineering/comments/1fhe3g4/automated_prompt_optimisation/

https://dennismfrancis.medium.com/the-prompt-optimizer-how-to-get-more-from-ai-with-less-e5676ce161ed

https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/prompt-improver

https://orq.ai/blog/prompt-optimization

https://github.com/jxzhangjhu/Awesome-LLM-Prompt-Optimization

https://docs.aws.amazon.com/bedrock/latest/userguide/prompt-management-optimize.html

https://www.microsoft.com/en-us/research/blog/sammo-a-general-purpose-framework-for-prompt-optimization/

https://www.prompthub.us/blog/using-llms-to-optimize-your-prompts

https://developers.googleblog.com/en/enhance-your-prompts-with-vertex-ai-prompt-optimizer/

https://arize.com/docs/phoenix/cookbook/prompt-engineering/prompt-optimization

https://medium.com/%40bijit211987/prompt-optimization-reduce-llm-costs-and-latency-a4c4ad52fb59

https://www.comet.com/docs/opik/agent_optimization/best_practices/prompt_engineering

https://www.promptpanda.io/ai-prompt-optimization/

https://ai.plainenglish.io/im-sick-and-tired-of-prompt-engineering-so-i-m-making-a-prompt-optimizer-part-1-a17916eb122c

https://promptperfect.jina.ai/

https://www.youtube.com/watch?v=il5rQFjv3tM

https://www.promptopti.com/5-powerful-prompt-optimization-techniques-for-ai/

https://promptoptimizer.readthedocs.io/en/latest/reference.html

https://www.prompthub.us/blog/how-to-optimize-long-prompts

https://arxiv.org/html/2504.20355v1

https://www.a3logics.com/blog/prompt-optimization-guide

https://www.saxifrage.xyz/post/prompt-optimization

https://blog.langchain.dev/promptim/

https://promptmetheus.com/resources/llm-knowledge-base/prompt-optimization

https://arxiv.org/html/2406.10504v1

https://www.linkedin.com/posts/victorialslocum_prompt-optimization-techniques-activity-7333794240784732162-MKoV

https://www.signitysolutions.com/tech-insights/prompt-optimization-guide

https://cloud.google.com/blog/products/ai-machine-learning/announcing-vertex-ai-prompt-optimizer

https://www.mdpi.com/2227-7390/12/6/929

https://www.comet.com/docs/opik/agent_optimization/best-practices/prompt_engineering

https://towardsdatascience.com/prompt-like-a-data-scientist-auto-prompt-optimization-and-testing-with-dspy-ff699f030cb7/

https://aws.amazon.com/about-aws/whats-new/2024/11/prompt-optimization-preview-amazon-bedrock/

https://www.youtube.com/watch?v=8wclTWSwdAc

https://www.promptpanda.io/blog/ai-prompt-optimization-tactics-and-techniques/

https://www.youtube.com/watch?v=18ltU1hJ7Dw

https://www.linkedin.com/pulse/prompt-optimization-techniques-large-language-models-asutosh-mishra-lplgc

https://www.youtube.com/watch?v=IVRr3zvXC0Q

https://www.promptlayer.com/glossary/prompt-optimization

https://influencermarketinghub.com/ai-prompt-optimization/

https://www.deeplearning.ai/short-courses/prompt-compression-and-query-optimization/

https://www.edenai.co/post/top-free-prompt-optimization-tools-apis-and-open-source-models

https://jxnl.co/writing/2024/05/22/what-is-prompt-optimization/

https://docs.gollm.co/advanced-features/prompt-optimization

https://promptoptimizer.readthedocs.io/

https://www.youtube.com/watch?v=Ii20Zq4tKxY

https://xingchen.one/publication/prompt_optimizer/

https://appliedai.tools/ai-concepts/15-non-technical-chatgpt-prompt-engineering-techniques-to-optimize-ai-prompts/

https://www.thepromptindex.com/prompt_optimizer/?srsltid=AfmBOoq9hFhV4ONxPfV_FcIiMPuFNuT1CEq_J74G0XYHdva1_YsRgxc5

https://botpenguin.com/blogs/techniques-for-effective-ai-prompt-engineering

https://hackernoon.com/tagged/prompt-optimization-techniques

https://www.productteacher.com/quick-product-tips/automatic-prompt-optimization

https://pixion.co/blog/llm-prompt-optimization

https://developer.ibm.com/articles/awb-token-optimization-backbone-of-effective-prompt-engineering/

https://latitude-blog.ghost.io/blog/5-ways-to-optimize-llm-prompts-for-production-environments/

https://link.springer.com/chapter/10.1007/978-3-031-93965-5_13

https://www.digitalocean.com/resources/articles/prompt-engineering-best-practices

https://promptengineering.org/optimizing-large-language-models-to-maximizing-performance/

https://www.researchgate.net/publication/379177280_Prompt_Optimization_in_Large_Language_Models

https://ui.adsabs.harvard.edu/abs/2025arXiv250420355J/abstract

https://portkey.ai/blog/optimize-token-efficiency-in-prompts

https://bdtechtalks.com/2023/11/20/deepmind-opro-llm-optimization/

https://github.com/vaibkumr/prompt-optimizer

https://www.promptengine.cc/free-tools/chatgpt-prompt-optimizer

https://www.funblocks.net/prompt-optimizer

https://toloka.ai/blog/llms-optimization-techniques/

https://www.deepchecks.com/revolutionizing-llm-optimization/

https://langchain-ai.github.io/langmem/reference/prompt_optimization/

https://ai.plainenglish.io/im-sick-and-tired-of-prompt-engineering-so-i-m-making-a-prompt-optimizer-part-2-9ff3aa47641d

https://openreview.net/forum?id=HGCk5aaSvE

https://proceedings.neurips.cc/paper_files/paper/2024/file/061d5d1b7d97117764f205d4e038f9eb-Paper-Conference.pdf

https://blog.withmartian.com/post/apo-1

https://www.themoonlight.io/en/review/a-systematic-survey-of-automatic-prompt-optimization-techniques

https://www.microsoft.com/en-us/research/blog/promptwizard-the-future-of-prompt-optimization-through-feedback-driven-self-evolving-prompts/

https://huggingface.co/blog/Kseniase/topic25

https://hackernoon.com/optimizing-prompts-with-llms-key-findings-and-future-directions

https://www.turingpost.com/p/topic25

https://www.godofprompt.ai/blog/how-to-optimize-long-prompts-for-better-ai-results?srsltid=AfmBOoqWbfiDeh5OuKlGUCtNFH2n3_pBnNlidy0AM_0xiDkgTe09z-MZ

https://imaginewithrashid.com/how-to-optimize-prompts-using-chatgpt/

https://docs.karini.ai/prompt-optimization-experiments

https://x.com/omarsar0/status/1894412798282915994

https://langwatch.ai/llm-optimizations

https://infohub.delltechnologies.com/es-es/l/advanced-engineering-and-optimization-techniques-for-scalable-summarization-solutions/prompt-chaining/

https://www.datasciencecentral.com/choosing-the-right-technique-prompt-engineering-vs-fine-tuning/

https://docs.notdiamond.ai/docs/joint-prompt-optimization

https://www.width.ai/post/learning-hard-prompts-through-optimization

https://www.researchgate.net/publication/388755066_Automatic_Prompt_Optimization_Techniques_Exploring_the_Potential_for_Synthetic_Data_Generation

https://aclanthology.org/2024.emnlp-main.1130.pdf

https://zozimus.com/can-you-speak-ai-mastering-the-art-of-multimodal-prompt-optimization/

https://paperswithcode.com/paper/a-systematic-survey-of-automatic-prompt

https://www.youtube.com/playlist?list=PL86ARIu_ElO68EwTH1kWA9j5zF55ECSY2

https://www.goml.io/blog/llm-optimization-exploring-fine-tuning-and-prompt-engineering-methods

https://openreview.net/forum?id=UW0zetsx8X