<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://vedantsen.com</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>weekly</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://vedantsen.com/ai</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://vedantsen.com/docs</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://vedantsen.com/version-control</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://vedantsen.com/agentic-sdlc</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/agentic-architecture</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/governed-autonomy</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/spec-driven</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/frameworks</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://vedantsen.com/aws</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://vedantsen.com/azure</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://vedantsen.com/design</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/field-study</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>yearly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/about</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>yearly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/tokens</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/embeddings</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/attention</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/training</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/sampling</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/rag</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/agents</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/ai/safety</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/decision-quality-chain</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/cynefin</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/proact</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/issue-trees</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/problem-inversion</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/second-order-thinking</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/vanishing-options</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/wrap</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/opportunity-cost-framing</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/pugh-matrix-seeding</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/forced-multitracking</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/weighted-scoring</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/even-swaps</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/dominance-pareto</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/ahp</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/topsis</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/satisficing-maximising</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/eisenhower-matrix</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/expected-value</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/decision-trees</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/bayesian-updating</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/reference-class-forecasting</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/fermi-estimation</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/expected-value-of-information</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/monte-carlo</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/minimax-regret</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/maximin</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/scenario-planning</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/premortem</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/inversion</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/fmea</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/red-teaming</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/kelly-criterion</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/risk-of-ruin</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/barbell-allocation</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/bad-versus-unsurvivable</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/one-way-two-way-doors</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/ooda</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/regret-minimisation</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/ten-ten-ten</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/cost-of-delay</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/real-options</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/explore-exploit</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/optimal-stopping</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/tripwires</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/rapid</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/daci</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/consent-versus-consensus</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/delphi</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/nominal-group-technique</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/vroom-yetton</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/disagree-and-commit</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/group-worse-than-one</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/decision-journal</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/process-versus-outcome</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/resulting-hindsight</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/calibration</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://vedantsen.com/decisions/after-action-review</loc>
<lastmod>2026-09-21T06:32:14.256Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.6</priority>
</url>
</urlset>
