<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url><loc>https://qfloo.com/</loc></url>
  <url><loc>https://qfloo.com/courses</loc></url>
  <url><loc>https://qfloo.com/pricing</loc></url>
  <url><loc>https://qfloo.com/roadmaps</loc></url>
  <url><loc>https://qfloo.com/community</loc></url>
  <url><loc>https://qfloo.com/privacy</loc></url>
  <url><loc>https://qfloo.com/terms</loc></url>
  <url><loc>https://qfloo.com/courses/advanced-python</loc></url>
  <url><loc>https://qfloo.com/courses/ai-agents-fundamentals</loc></url>
  <url><loc>https://qfloo.com/courses/ai-security</loc></url>
  <url><loc>https://qfloo.com/courses/build-your-first-ai-app</loc></url>
  <url><loc>https://qfloo.com/courses/competitive-programming</loc></url>
  <url><loc>https://qfloo.com/courses/database-internals</loc></url>
  <url><loc>https://qfloo.com/courses/deep-learning-transformers</loc></url>
  <url><loc>https://qfloo.com/courses/evals-agents</loc></url>
  <url><loc>https://qfloo.com/courses/how-ai-is-built</loc></url>
  <url><loc>https://qfloo.com/courses/inference-serving</loc></url>
  <url><loc>https://qfloo.com/courses/llm-performance</loc></url>
  <url><loc>https://qfloo.com/courses/mcp-tool-design</loc></url>
  <url><loc>https://qfloo.com/courses/ml-mathematics</loc></url>
  <url><loc>https://qfloo.com/courses/production-rag</loc></url>
  <url><loc>https://qfloo.com/courses/reading-ai-papers</loc></url>
  <url><loc>https://qfloo.com/courses/system-design-ai</loc></url>
  <url><loc>https://qfloo.com/courses/what-is-ai</loc></url>
  <url><loc>https://qfloo.com/courses/working-with-llms</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/account-for-memory-and-lifetime/measure-object-size-layout-and-interning</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/choose-a-concurrency-model/see-what-the-gil-guards-and-what-free-threading-changes</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/control-flow-with-functions-generators-and-contexts/capture-variables-in-closures-and-avoid-late-binding</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/control-imports-and-environments/trace-the-import-system</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/design-and-test-for-change/type-with-protocols-and-generics</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/master-the-data-model/follow-attribute-lookup-through-descriptors</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/profile-and-optimise-with-measurements/profile-time-with-cprofile-and-read-the-output</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/rebuild-dicts-and-sets/rebuild-the-compact-dict</loc></url>
  <url><loc>https://qfloo.com/learn/advanced-python/see-how-cpython-runs-your-code/read-bytecode-with-dis</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/planning-and-memory/long-term-memory-lives-outside-the-model</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/planning-and-memory/plan-in-checkpoints-you-can-verify</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/planning-and-memory/short-term-memory-is-the-context-window</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/planning-and-memory/stop-an-agent-that-is-going-nowhere</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/safe-and-checkable/ask-a-person-before-risky-actions</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/safe-and-checkable/record-a-trace-of-every-step</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/safe-and-checkable/write-a-first-eval-did-it-do-the-job</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/tools/describe-a-tool-so-a-model-can-call-it</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/tools/put-a-ceiling-on-steps-time-and-money</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/tools/return-errors-the-model-can-act-on</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/what-an-agent-is/an-agent-is-a-model-in-a-loop</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/what-an-agent-is/build-a-tiny-agent-in-under-100-lines</loc></url>
  <url><loc>https://qfloo.com/learn/ai-agents-fundamentals/what-an-agent-is/when-a-fixed-workflow-beats-an-agent</loc></url>
  <url><loc>https://qfloo.com/learn/ai-security/break-systems-with-prompt-injection/see-why-instructions-and-data-share-one-channel</loc></url>
  <url><loc>https://qfloo.com/learn/ai-security/contain-tool-and-agent-abuse/map-each-tool-to-its-blast-radius</loc></url>
  <url><loc>https://qfloo.com/learn/ai-security/model-the-system-and-its-threats/draw-trust-boundaries-and-find-the-attack-paths</loc></url>
  <url><loc>https://qfloo.com/learn/ai-security/secure-the-supply-chain/refuse-unsafe-model-files-and-verify-hashes</loc></url>
  <url><loc>https://qfloo.com/learn/ai-security/stop-data-exfiltration-and-leaks/close-the-channels-that-carry-data-out</loc></url>
  <url><loc>https://qfloo.com/learn/ai-security/test-and-respond/turn-attacks-into-regression-evals-and-release-gates</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/build/call-a-model-from-code</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/build/draft-a-grounded-reply</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/build/plug-in-the-real-provider</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/build/retrieval-over-your-own-files</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/build/structured-output-and-validation</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/plan/choose-a-model-and-set-a-budget</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/plan/define-what-good-looks-like</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/plan/pick-one-narrow-task</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/ship/enforce-a-cost-limit</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/ship/errors-retries-and-timeouts</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/ship/log-without-leaking-and-watch-cost</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/ship/pick-a-timeout-and-retry-count</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/test/build-a-golden-set-of-20</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/test/how-many-cases-is-enough</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/test/read-failures-and-fix-one-at-a-time</loc></url>
  <url><loc>https://qfloo.com/learn/build-your-first-ai-app/test/run-the-set-on-every-change</loc></url>
  <url><loc>https://qfloo.com/learn/competitive-programming/dynamic-programming-design/design-dp-states-and-transitions</loc></url>
  <url><loc>https://qfloo.com/learn/competitive-programming/keep-a-contest-toolkit/build-a-cpp17-template-with-fast-io</loc></url>
  <url><loc>https://qfloo.com/learn/competitive-programming/map-constraints-to-algorithms/map-constraints-to-algorithms</loc></url>
  <url><loc>https://qfloo.com/learn/competitive-programming/number-theory/do-modular-arithmetic-without-overflow</loc></url>
  <url><loc>https://qfloo.com/learn/competitive-programming/range-queries-and-stacks/build-fenwick-and-segment-trees-with-lazy-propagation</loc></url>
  <url><loc>https://qfloo.com/learn/competitive-programming/shortest-paths-and-connectivity/search-with-bfs-and-0-1-bfs</loc></url>
  <url><loc>https://qfloo.com/learn/competitive-programming/train-like-a-high-rated-competitor/diagnose-weaknesses-and-build-a-practice-routine</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/distributed-consistency/state-the-cap-theorem-precisely</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/index-design/read-explain-query-plan-in-sqlite</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/lsm-trees-and-write-amplification/write-through-a-memtable-into-sorted-runs</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/operating-a-database/back-up-restore-and-plan-capacity</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/operating-a-database/explain-bloat-and-vacuum</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/operating-a-database/size-a-connection-pool-with-littles-law</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/pages-and-b-trees/pack-rows-into-slotted-pages</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/replication-and-partitioning/replicate-measure-lag-and-fail-over-safely</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/schema-changes-and-analytic-storage/change-a-schema-without-downtime</loc></url>
  <url><loc>https://qfloo.com/learn/database-internals/transactions-and-isolation/name-the-anomalies-each-isolation-level-permits</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/adapt-a-pretrained-model/adapt-with-low-rank-adapters-and-count-what-trains</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/assemble-a-transformer/wire-a-pre-norm-block-and-count-its-parameters</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/build-and-backpropagate-a-network/count-a-networks-parameters-and-operations</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/build-and-backpropagate-a-network/derive-backpropagation-and-check-it-numerically</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/build-attention/derive-scaled-dot-product-attention</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/tokens-and-embeddings/build-a-byte-pair-tokenizer</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/train-a-language-model/write-the-next-token-loss-and-read-perplexity</loc></url>
  <url><loc>https://qfloo.com/learn/deep-learning-transformers/train-without-guessing/initialise-so-signals-keep-their-scale</loc></url>
  <url><loc>https://qfloo.com/learn/evals-agents/golden-sets/build-a-golden-set</loc></url>
  <url><loc>https://qfloo.com/learn/evals-agents/metrics-and-uncertainty/metrics-and-uncertainty</loc></url>
  <url><loc>https://qfloo.com/learn/evals-agents/why-agents-fail/failure-taxonomy</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/data/collect-and-clean-data</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/data/data-quality-beats-model-size</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/data/labels-splits-and-leakage</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/data/learning-curves-and-the-cost-of-more-labels</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/evaluation/build-a-test-set-you-can-trust</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/evaluation/look-at-the-failures</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/evaluation/pick-metrics-that-match-the-goal</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/shipping/decide-when-to-retrain</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/shipping/monitor-drift-and-cost</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/shipping/serve-a-model-behind-an-api</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/the-lifecycle/six-stages-of-an-ml-project</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/the-lifecycle/who-does-what-and-where-the-work-goes</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/training/estimate-training-compute-and-cost</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/training/read-a-training-run</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/training/see-overfitting</loc></url>
  <url><loc>https://qfloo.com/learn/how-ai-is-built/training/train-a-model-end-to-end</loc></url>
  <url><loc>https://qfloo.com/learn/inference-serving/account-for-memory/add-up-weights-activations-and-cache</loc></url>
  <url><loc>https://qfloo.com/learn/inference-serving/account-for-memory/calculate-bytes-per-parameter-at-each-precision</loc></url>
  <url><loc>https://qfloo.com/learn/inference-serving/account-for-memory/size-the-kv-cache-from-layers-heads-and-length</loc></url>
  <url><loc>https://qfloo.com/learn/inference-serving/follow-one-request-through-a-model/count-the-work-in-one-decoding-step</loc></url>
  <url><loc>https://qfloo.com/learn/inference-serving/follow-one-request-through-a-model/predict-tokens-per-second-from-memory-bandwidth</loc></url>
  <url><loc>https://qfloo.com/learn/inference-serving/follow-one-request-through-a-model/split-a-request-into-prefill-and-decode</loc></url>
  <url><loc>https://qfloo.com/learn/inference-serving/follow-one-request-through-a-model/tell-compute-bound-work-from-memory-bound-work</loc></url>
  <url><loc>https://qfloo.com/learn/llm-performance/cache-without-lying/order-prompts-for-prefix-caching</loc></url>
  <url><loc>https://qfloo.com/learn/llm-performance/enforce-limits-and-stop-loops/enforce-budgets-with-token-buckets</loc></url>
  <url><loc>https://qfloo.com/learn/llm-performance/measure-latency-and-cost/decompose-a-request-into-queue-prefill-and-decode</loc></url>
  <url><loc>https://qfloo.com/learn/llm-performance/parallelise-batch-and-stream/size-concurrency-with-littles-law</loc></url>
  <url><loc>https://qfloo.com/learn/llm-performance/route-and-cascade/derive-the-cost-and-latency-of-a-cascade</loc></url>
  <url><loc>https://qfloo.com/learn/llm-performance/shrink-what-you-send/audit-where-the-tokens-go</loc></url>
  <url><loc>https://qfloo.com/learn/mcp-tool-design/authenticate-and-authorize/identify-the-caller-and-bind-the-token-to-your-server</loc></url>
  <url><loc>https://qfloo.com/learn/mcp-tool-design/build-a-server-that-survives-production/speak-the-protocol-by-hand</loc></url>
  <url><loc>https://qfloo.com/learn/mcp-tool-design/defend-against-tool-attacks/detect-poisoned-descriptions-and-changed-tools</loc></url>
  <url><loc>https://qfloo.com/learn/mcp-tool-design/design-tools-agents-use-correctly/shape-tools-around-tasks-not-endpoints</loc></url>
  <url><loc>https://qfloo.com/learn/mcp-tool-design/measure-and-evolve-a-tool-surface/build-a-tool-selection-golden-set</loc></url>
  <url><loc>https://qfloo.com/learn/mcp-tool-design/the-tool-contract/see-the-call-loop-and-what-mcp-standardises</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/derive-losses-from-probability/apply-bayes-rule-and-count-the-base-rate</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/differentiate-and-check-gradients/derive-backprop-for-a-two-layer-network</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/evaluate-with-honest-uncertainty/put-an-interval-on-any-metric-with-the-bootstrap</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/keep-numbers-stable/read-a-float-and-choose-the-format</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/measure-information-in-bits/define-entropy-and-cross-entropy-as-bits</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/optimise-with-gradient-descent/compare-sgd-momentum-and-adam-on-one-surface</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/optimise-with-gradient-descent/separate-weight-decay-from-an-l2-penalty</loc></url>
  <url><loc>https://qfloo.com/learn/ml-mathematics/read-a-model-as-matrices/see-a-layer-as-a-matrix-and-price-its-cost</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/find-where-rag-breaks/split-a-wrong-answer-into-retrieval-and-generation-errors</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/grade-answers/grade-faithfulness-and-citations-per-claim</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/grade-answers/set-an-abstention-threshold-from-error-costs</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/hybrid-reranking-and-queries/fuse-rankings-with-reciprocal-rank-fusion</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/lexical-and-vector-search/derive-bm25-from-term-frequency-and-length</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/measure-retrieval/build-a-labelled-query-set-that-does-not-leak</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/operate-the-index/budget-latency-and-cost-per-query</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/operate-the-index/keep-an-index-correct-as-documents-change</loc></url>
  <url><loc>https://qfloo.com/learn/production-rag/prepare-the-corpus/chunk-by-structure-and-measure-what-splits</loc></url>
  <url><loc>https://qfloo.com/learn/reading-ai-papers/judge-a-papers-evidence/find-the-claim-the-evidence-and-the-gap</loc></url>
  <url><loc>https://qfloo.com/learn/reading-ai-papers/read-the-architecture-and-scale-papers/trace-attention-papers-by-the-cost-each-removes</loc></url>
  <url><loc>https://qfloo.com/learn/reading-ai-papers/read-the-systems-and-agent-papers/read-efficiency-papers-by-the-bottleneck-they-attack</loc></url>
  <url><loc>https://qfloo.com/learn/reading-ai-papers/rebuild-the-math-and-cost-model/rebuild-an-equation-from-its-notation</loc></url>
  <url><loc>https://qfloo.com/learn/reading-ai-papers/reproduce-a-result-and-decide/scope-a-reproduction-you-can-afford</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/build-safety-and-privacy-into-the-design/threat-model-the-data-flow-and-trust-boundaries</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/choose-the-architecture/compare-a-call-a-pipeline-and-an-agent-on-reliability</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/design-data-and-retrieval-at-scale/size-a-vector-index-in-memory-and-on-disk</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/design-the-serving-path/cache-without-serving-wrong-answers</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/design-the-serving-path/choose-stream-queue-or-batch-per-use-case</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/design-the-serving-path/size-a-queue-and-apply-backpressure</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/price-the-design-and-decide-what-to-own/price-a-request-and-a-feature-from-token-counts</loc></url>
  <url><loc>https://qfloo.com/learn/system-design-ai/turn-requirements-into-numbers/set-latency-quality-and-cost-objectives</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/good-and-bad-at/accuracy-is-not-enough</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/good-and-bad-at/bias-privacy-and-safety</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/good-and-bad-at/tasks-that-fit</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/how-models-learn/data-labels-and-a-loss</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/how-models-learn/training-versus-inference</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/how-models-learn/why-models-memorise</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/the-map/a-model-is-a-learned-function</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/the-map/how-the-terms-nest</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/the-map/what-changed-and-why-now</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/using-ai-at-work/run-a-tiny-evaluation</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/using-ai-at-work/should-we-use-ai</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/using-ai-at-work/where-to-go-next</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/what-llms-do/fluent-and-sometimes-wrong</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/what-llms-do/predict-the-next-token</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/what-llms-do/tokens-and-context-windows</loc></url>
  <url><loc>https://qfloo.com/learn/what-is-ai/what-llms-do/tools-and-retrieval-in-one-picture</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/failure-modes-and-tests/build-a-ten-task-test-set</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/failure-modes-and-tests/expect-refusals-and-drift</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/failure-modes-and-tests/recognise-prompt-injection</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/failure-modes-and-tests/size-a-test-set-to-catch-a-drop</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/failure-modes-and-tests/spot-a-confident-wrong-answer</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/giving-the-model-facts/cite-sources-and-check-the-citations</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/giving-the-model-facts/handle-what-the-model-does-not-know</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/giving-the-model-facts/paste-the-context-or-retrieve-it</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/how-an-llm-sees-your-request/assemble-system-user-and-tool-messages</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/how-an-llm-sees-your-request/estimate-cost-and-check-the-fit</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/how-an-llm-sees-your-request/see-why-temperature-changes-answers</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/how-an-llm-sees-your-request/text-becomes-tokens</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/prompts-that-work/show-examples-and-fix-the-format</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/prompts-that-work/split-a-task-into-checked-steps</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/prompts-that-work/treat-prompts-as-code</loc></url>
  <url><loc>https://qfloo.com/learn/working-with-llms/prompts-that-work/write-instructions-you-can-test</loc></url>
</urlset>
