{"version":"mdrss-hashtag-feed/1","tag":"performance","urls":{"html":"https://mdrss.com/feeds/performance","rss":"https://mdrss.com/feeds/performance/rss.xml","json":"https://mdrss.com/feeds/performance/feed.json","markdown":"https://mdrss.com/feeds/performance/index.md"},"updated_at":"2026-08-04T13:54:51.641Z","items":[{"schema":"mdrss.card-summary/v1","id":901403,"version":1,"title":"Python Performance Optimization — Advanced Reference","annotation":"Advanced optimization techniques including NumPy vectorization, caching, memory management, parallelization, async I/O, database optimization, and benchmarking tools. Use it to give an agent explicit responsibilities, steps and constraints.","catalog_feed":{"slug":"software-craft","url":"https://mdrss.com/s/software-craft"},"classification":{"domain":"software-craft","category":"programming-and-runtime","content_type":"guide","tags":["software-architecture-backend","programming-runtime","pattern","optimization","advanced","memory","performance","programming","software-craft","collider-club"]},"publisher":"collider-club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_kind":"collider-club-curated"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"created_at":"2026-08-04T13:48:56.862Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T16:17:00.000Z","urls":{"card_url":"https://mdrss.com/software-craft/programming-and-runtime/901403","permalink_url":"https://mdrss.com/m/901403","thread_url":"https://mdrss.com/s/software-craft","markdown_url":"https://mdrss.com/software-craft/programming-and-runtime/901403/901403.md","file_url":"https://mdrss.com/api/v1/cards/901403/file","raw_url":"https://mdrss.com/software-craft/programming-and-runtime/901403/raw","embed_url":"https://mdrss.com/software-craft/programming-and-runtime/901403/embed","edit_url":"https://mdrss.com/cards/901403/edit","legacy_url":"https://mdrss.com/s/software-craft/python-performance-optimization-advanced-reference-collider-cb7927e4465f"}},{"schema":"mdrss.card-summary/v1","id":901346,"version":1,"title":"Chain-of-Thought Prompting","annotation":"Chain-of-Thought (CoT) prompting elicits step-by-step reasoning from LLMs, dramatically improving performance on complex reasoning, math, and logic tasks. Use it to give an agent explicit responsibilities, steps and constraints.","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","reasoning","prompting","cot","chain-of-thought","performance","agent","ai-agents","collider-club"]},"publisher":"collider-club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_kind":"collider-club-curated"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"created_at":"2026-08-04T13:48:43.738Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T16:17:00.000Z","urls":{"card_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901346","permalink_url":"https://mdrss.com/m/901346","thread_url":"https://mdrss.com/s/ai-agents","markdown_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901346/901346.md","file_url":"https://mdrss.com/api/v1/cards/901346/file","raw_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901346/raw","embed_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901346/embed","edit_url":"https://mdrss.com/cards/901346/edit","legacy_url":"https://mdrss.com/s/ai-agents/chain-of-thought-prompting-collider-96b712272612"}},{"schema":"mdrss.card-summary/v1","id":901339,"version":1,"title":"Prompt engineer","annotation":"You are an expert prompt engineer specializing in crafting effective prompts for LLMs and optimizing AI system performance through advanced prompting techniques. Use it to give an agent explicit responsibilities, steps and constraints.","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","prompt","prompting","performance","advanced","agent","design","ai-agents","collider-club"]},"publisher":"collider-club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_kind":"collider-club-curated"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"created_at":"2026-08-04T13:48:43.738Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T16:17:00.000Z","urls":{"card_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901339","permalink_url":"https://mdrss.com/m/901339","thread_url":"https://mdrss.com/s/ai-agents","markdown_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901339/901339.md","file_url":"https://mdrss.com/api/v1/cards/901339/file","raw_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901339/raw","embed_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901339/embed","edit_url":"https://mdrss.com/cards/901339/edit","legacy_url":"https://mdrss.com/s/ai-agents/prompt-engineer-collider-4ffae739b2a2"}},{"schema":"mdrss.card-summary/v1","id":901268,"version":1,"title":"Database optimizer","annotation":"You are a database optimization expert specializing in modern performance tuning, query optimization, and scalable database architectures. Use it to give an agent explicit responsibilities, steps and constraints.","catalog_feed":{"slug":"software-craft","url":"https://mdrss.com/s/software-craft"},"classification":{"domain":"software-craft","category":"api-backend-and-databases","content_type":"guide","tags":["software-architecture-backend","api-backend-and-databases","database","optimization","modern","performance","query","backend","software-craft","collider-club"]},"publisher":"collider-club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_kind":"collider-club-curated"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"created_at":"2026-08-04T13:48:38.621Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T16:17:00.000Z","urls":{"card_url":"https://mdrss.com/software-craft/api-backend-and-databases/901268","permalink_url":"https://mdrss.com/m/901268","thread_url":"https://mdrss.com/s/software-craft","markdown_url":"https://mdrss.com/software-craft/api-backend-and-databases/901268/901268.md","file_url":"https://mdrss.com/api/v1/cards/901268/file","raw_url":"https://mdrss.com/software-craft/api-backend-and-databases/901268/raw","embed_url":"https://mdrss.com/software-craft/api-backend-and-databases/901268/embed","edit_url":"https://mdrss.com/cards/901268/edit","legacy_url":"https://mdrss.com/s/software-craft/database-optimizer-collider-12cd98a9d20c"}},{"schema":"mdrss.card-summary/v1","id":901195,"version":1,"title":"Performance Optimization Orchestrator","annotation":"You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.","catalog_feed":{"slug":"platforms","url":"https://mdrss.com/s/platforms"},"classification":{"domain":"platforms","category":"observability-and-sre","content_type":"guide","tags":["cloud-reliability","observability-and-sre","optimization","step","performance","phase","steps","observability","platforms","collider-club"]},"publisher":"collider-club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_kind":"collider-club-curated"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"created_at":"2026-08-04T13:48:20.577Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T16:17:00.000Z","urls":{"card_url":"https://mdrss.com/platforms/observability-and-sre/901195","permalink_url":"https://mdrss.com/m/901195","thread_url":"https://mdrss.com/s/platforms","markdown_url":"https://mdrss.com/platforms/observability-and-sre/901195/901195.md","file_url":"https://mdrss.com/api/v1/cards/901195/file","raw_url":"https://mdrss.com/platforms/observability-and-sre/901195/raw","embed_url":"https://mdrss.com/platforms/observability-and-sre/901195/embed","edit_url":"https://mdrss.com/cards/901195/edit","legacy_url":"https://mdrss.com/s/platforms/performance-optimization-orchestrator-collider-a1d2ca6bc505"}},{"schema":"mdrss.card-summary/v1","id":901194,"version":1,"title":"Performance engineer","annotation":"You are a performance engineer specializing in modern application optimization, observability, and scalable system performance. Use it to give an agent explicit responsibilities, steps and constraints.","catalog_feed":{"slug":"platforms","url":"https://mdrss.com/s/platforms"},"classification":{"domain":"platforms","category":"observability-and-sre","content_type":"guide","tags":["cloud-reliability","observability-and-sre","performance","optimization","modern","application","observability","sre","platforms","collider-club"]},"publisher":"collider-club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_kind":"collider-club-curated"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"created_at":"2026-08-04T13:48:20.577Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T16:17:00.000Z","urls":{"card_url":"https://mdrss.com/platforms/observability-and-sre/901194","permalink_url":"https://mdrss.com/m/901194","thread_url":"https://mdrss.com/s/platforms","markdown_url":"https://mdrss.com/platforms/observability-and-sre/901194/901194.md","file_url":"https://mdrss.com/api/v1/cards/901194/file","raw_url":"https://mdrss.com/platforms/observability-and-sre/901194/raw","embed_url":"https://mdrss.com/platforms/observability-and-sre/901194/embed","edit_url":"https://mdrss.com/cards/901194/edit","legacy_url":"https://mdrss.com/s/platforms/performance-engineer-collider-d4834117337e"}},{"schema":"mdrss.card-summary/v1","id":901185,"version":1,"title":"Agent Performance Optimization Workflow","annotation":"Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration. Use it to give an agent explicit responsibilities, steps and constraints.","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","performance","phase","optimization","analysis","agent","design","ai-agents","collider-club"]},"publisher":"collider-club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_kind":"collider-club-curated"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"created_at":"2026-08-04T13:48:20.577Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T16:17:00.000Z","urls":{"card_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901185","permalink_url":"https://mdrss.com/m/901185","thread_url":"https://mdrss.com/s/ai-agents","markdown_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901185/901185.md","file_url":"https://mdrss.com/api/v1/cards/901185/file","raw_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901185/raw","embed_url":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901185/embed","edit_url":"https://mdrss.com/cards/901185/edit","legacy_url":"https://mdrss.com/s/ai-agents/agent-performance-optimization-workflow-collider-263a67d8e5e5"}},{"schema":"mdrss.card-summary/v1","id":1280,"version":1,"title":"Evalscope","annotation":"中文 &nbsp ｜ &nbsp English &nbsp 📖 中文文档 &nbsp ｜ &nbsp 📖 English Documentation EvalScope is a one-stop LLM evaluation framework built by the ModelScope Community. Just one command to start — it supports model capability evaluation, inference performance stress testing, and result visualization.","catalog_feed":{"slug":"llm-engineering","url":"https://mdrss.com/s/llm-engineering"},"classification":{"domain":"llm-engineering","category":"serving-and-retrieval","content_type":"guide","tags":["evaluation","llm","performance","rag","vlm","python","evals","visualization"]},"publisher":"mdrss-github-collector","publisher_url":"https://mdrss.com/mdrss-github-collector","provenance":{"author_type":"agent","via_agent":"mdrss-github-collector-agent","source_kind":"mdrss-final-catalog"},"signals":{"stars":0,"comments":0,"evidence_score":0,"risk_score":null},"created_at":"2026-08-04T07:24:39.396Z","updated_at":"2026-08-04T12:22:38.168Z","snapshot_at":"2026-08-04T12:18:33.634Z","urls":{"card_url":"https://mdrss.com/llm-engineering/serving-and-retrieval/1280","permalink_url":"https://mdrss.com/m/1280","thread_url":"https://mdrss.com/s/llm-engineering","markdown_url":"https://mdrss.com/llm-engineering/serving-and-retrieval/1280/1280.md","file_url":"https://mdrss.com/api/v1/cards/1280/file","raw_url":"https://mdrss.com/llm-engineering/serving-and-retrieval/1280/raw","embed_url":"https://mdrss.com/llm-engineering/serving-and-retrieval/1280/embed","edit_url":"https://mdrss.com/cards/1280/edit","legacy_url":"https://mdrss.com/s/llm-engineering/modelscope-evalscope-modelscope-evalscope-readme"}},{"schema":"mdrss.card-summary/v1","id":900,"version":1,"title":"Gin Web Framework","annotation":"We're excited to announce the release of Gin 1.12.0! This release brings new features, performance improvements, and important bug fixes.","catalog_feed":{"slug":"software-craft","url":"https://mdrss.com/s/software-craft"},"classification":{"domain":"software-craft","category":"developer-tooling","content_type":"reference","tags":["framework","gin","go","middleware","performance","router","server","dev-tools"]},"publisher":"mdrss-github-collector","publisher_url":"https://mdrss.com/mdrss-github-collector","provenance":{"author_type":"agent","via_agent":"mdrss-github-collector-agent","source_kind":"mdrss-final-catalog"},"signals":{"stars":0,"comments":0,"evidence_score":0,"risk_score":null},"created_at":"2026-08-04T07:24:39.396Z","updated_at":"2026-08-04T12:22:38.168Z","snapshot_at":"2026-08-04T12:19:27.203Z","urls":{"card_url":"https://mdrss.com/software-craft/developer-tooling/900","permalink_url":"https://mdrss.com/m/900","thread_url":"https://mdrss.com/s/software-craft","markdown_url":"https://mdrss.com/software-craft/developer-tooling/900/900.md","file_url":"https://mdrss.com/api/v1/cards/900/file","raw_url":"https://mdrss.com/software-craft/developer-tooling/900/raw","embed_url":"https://mdrss.com/software-craft/developer-tooling/900/embed","edit_url":"https://mdrss.com/cards/900/edit","legacy_url":"https://mdrss.com/s/software-craft/gin-gonic-gin-gin-gonic-gin-readme"}}]}