#typescript#ci#ci_cd#cicd#evaluation#evaluation_framework#llm#llm_eval#llm_evaluation#llm_evaluation_framework#llmops#pentesting#prompt_engineering#prompt_testing#prompts#rag#red_teaming#testing#vulnerability_scanners
Promptfoo is a tool that helps developers test and improve AI applications using Large Language Models (LLMs). It allows you to **test prompts and models** automatically, **secure your apps** by finding vulnerabilities, and **compare different models** side-by-side. You can use it on your computer or integrate it into your development workflow. This tool helps you make sure your AI apps work well and are secure before you release them. It saves time and ensures quality by using data instead of guessing.
https://github.com/promptfoo/promptfoo
🌎 Cleaner wrasse fish set up "cleaning stations" on coral reefs where larger fish line up to have parasites removed from their skin and gills. This mutual cooperation benefits both—the wrasse get food and the client fish stay healthy. Some cleaner wrasse perform hundreds of cleaning sessions each day. ✨
#symbiosis⚡#reefs⚡#ocean
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🌍 Some coral reefs can recover from bleaching by hosting heat-resistant algae. These microscopic partners boost their survival, helping reefs withstand warmer ocean temperatures. ✨
#reefs⚡#biodiversity⚡#ocean⚡#geography⚡#nature⚡#earth
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🌎 Coral reefs are built on the partnership between coral polyps and microscopic algae called zooxanthellae. The algae live inside the coral and provide energy using photosynthesis, while corals give them shelter and nutrients. This symbiosis is vital—corals eject algae during stress, causing coral bleaching. ✨
#animals⚡#cooperation⚡#reefs
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🌍 Some mangrove forests grow right next to coral reefs, creating a double habitat where young fish shelter in tangled roots before moving to open reef waters—a rare team-up found in only a few tropical regions. ✨
#mangroves⚡#reefs⚡#biodiversity⚡#geography⚡#nature⚡#earth
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🌍 Coral reefs cover less than 1% of the ocean floor but support about 25% of all marine species. These vibrant ecosystems act as nurseries for countless fish and sea creatures. ✨
#coral⚡#reefs⚡#ocean⚡#biodiversity⚡#geography⚡#nature⚡#earth
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🌎 Coral reefs provide another remarkable natural record of Earth’s past. As corals grow, they form bands in their skeletons that reflect seasonal changes in water temperature, chemistry, and even extreme weather events. Some coral cores reveal ocean conditions dating back several centuries. ✨
#coral⚡#reefs⚡#paleoclimate⚡#oceanography
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