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https://github.com/rohitg00/ai-engineering-from-scratch.git
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Rohit Ghumare
3ecf630b0f
* feat(projects): workflow-hooks stage 1 * feat(projects): workflow-hooks stage 2 * feat(projects): workflow-hooks stage 3 * feat(projects): workflow-hooks stage 4 * fix(projects): preserve sponsor navigation in project footer * feat(projects): agent-budget-planner stage 1 * feat(projects): agent-budget-planner stage 2 * feat(projects): agent-budget-planner stage 3 * feat(projects): agent-budget-planner stage 4 * feat(projects): agent-trace-debugger stage 1 * feat(projects): agent-trace-debugger stage 2 * feat(projects): agent-trace-debugger stage 3 * feat(projects): agent-trace-debugger stage 4 * feat(projects): browser-agent stage 1 * feat(projects): browser-agent stage 2 * feat(projects): browser-agent stage 3 * feat(projects): browser-agent stage 4 * feat(projects): calendar-focus-planner stage 1 * feat(projects): calendar-focus-planner stage 2 * feat(projects): calendar-focus-planner stage 3 * feat(projects): calendar-focus-planner stage 4 * feat(projects): changelog-writer-from-git stage 1 * feat(projects): changelog-writer-from-git stage 2 * feat(projects): changelog-writer-from-git stage 3 * feat(projects): changelog-writer-from-git stage 4 * feat(projects): cloud-agent-with-aws-strands stage 1 * feat(projects): cloud-agent-with-aws-strands stage 2 * feat(projects): cloud-agent-with-aws-strands stage 3 * feat(projects): cloud-agent-with-aws-strands stage 4 * feat(projects): csv-sql-question-workbench stage 1 * feat(projects): csv-sql-question-workbench stage 2 * feat(projects): csv-sql-question-workbench stage 3 * feat(projects): csv-sql-question-workbench stage 4 * feat(projects): dataset-split-auditor stage 1 * feat(projects): dataset-split-auditor stage 2 * feat(projects): dataset-split-auditor stage 3 * feat(projects): dataset-split-auditor stage 4 * feat(projects): desktop-control stage 1 * feat(projects): desktop-control stage 2 * feat(projects): desktop-control stage 3 * feat(projects): desktop-control stage 4 * feat(projects): distributed-eval-farm stage 1 * feat(projects): distributed-eval-farm stage 2 * feat(projects): distributed-eval-farm stage 3 * feat(projects): distributed-eval-farm stage 4 * feat(projects): doc-qa-with-citations stage 1 * feat(projects): doc-qa-with-citations stage 2 * feat(projects): doc-qa-with-citations stage 3 * feat(projects): doc-qa-with-citations stage 4 * feat(projects): document-extraction-desk stage 1 * feat(projects): document-extraction-desk stage 2 * feat(projects): document-extraction-desk stage 3 * feat(projects): document-extraction-desk stage 4 * feat(projects): durable-agent-jobs stage 1 * feat(projects): durable-agent-jobs stage 2 * feat(projects): durable-agent-jobs stage 3 * feat(projects): durable-agent-jobs stage 4 * feat(projects): feedback-theme-board stage 1 * feat(projects): feedback-theme-board stage 2 * feat(projects): feedback-theme-board stage 3 * feat(projects): feedback-theme-board stage 4 * feat(projects): harness-bench stage 1 * feat(projects): harness-bench stage 2 * feat(projects): harness-bench stage 3 * feat(projects): harness-bench stage 4 * feat(projects): inbox-triage-desk stage 1 * feat(projects): inbox-triage-desk stage 2 * feat(projects): inbox-triage-desk stage 3 * feat(projects): inbox-triage-desk stage 4 * feat(projects): json-schema-output-guard stage 1 * feat(projects): json-schema-output-guard stage 2 * feat(projects): json-schema-output-guard stage 3 * feat(projects): json-schema-output-guard stage 4 * feat(projects): llm-gateway-with-fallbacks stage 1 * feat(projects): llm-gateway-with-fallbacks stage 2 * feat(projects): llm-gateway-with-fallbacks stage 3 * feat(projects): llm-gateway-with-fallbacks stage 4 * feat(projects): local-model-eval-harness stage 1 * feat(projects): local-model-eval-harness stage 2 * feat(projects): local-model-eval-harness stage 3 * feat(projects): local-model-eval-harness stage 4 * feat(projects): mcp-at-scale stage 1 * feat(projects): mcp-at-scale stage 2 * feat(projects): mcp-at-scale stage 3 * feat(projects): mcp-at-scale stage 4 * feat(projects): mcp-at-scale stage 5 * feat(projects): meeting-notes-to-actions stage 1 * feat(projects): meeting-notes-to-actions stage 2 * feat(projects): meeting-notes-to-actions stage 3 * feat(projects): meeting-notes-to-actions stage 4 * feat(projects): memory-server stage 1 * feat(projects): memory-server stage 2 * feat(projects): memory-server stage 3 * feat(projects): memory-server stage 4 * feat(projects): multi-agent-code-review-panel stage 1 * feat(projects): multi-agent-code-review-panel stage 2 * feat(projects): multi-agent-code-review-panel stage 3 * feat(projects): multi-agent-code-review-panel stage 4 * feat(projects): postmortem-writer stage 1 * feat(projects): postmortem-writer stage 2 * feat(projects): postmortem-writer stage 3 * feat(projects): postmortem-writer stage 4 * feat(projects): pr-review-reporter stage 1 * feat(projects): pr-review-reporter stage 2 * feat(projects): pr-review-reporter stage 3 * feat(projects): pr-review-reporter stage 4 * feat(projects): prompt-regression-tester stage 1 * feat(projects): prompt-regression-tester stage 2 * feat(projects): prompt-regression-tester stage 3 * feat(projects): prompt-regression-tester stage 4 * feat(projects): rag-freshness-pipeline stage 1 * feat(projects): rag-freshness-pipeline stage 2 * feat(projects): rag-freshness-pipeline stage 3 * feat(projects): rag-freshness-pipeline stage 4 * feat(projects): report-judge stage 1 * feat(projects): report-judge stage 2 * feat(projects): report-judge stage 3 * feat(projects): report-judge stage 4 * feat(projects): research-report-agent stage 1 * feat(projects): research-report-agent stage 2 * feat(projects): research-report-agent stage 3 * feat(projects): research-report-agent stage 4 * feat(projects): research-report-agent stage 5 * feat(projects): research-report-agent stage 6 * feat(projects): research-report-agent stage 7 * feat(projects): retrieval-evaluation-lab stage 1 * feat(projects): retrieval-evaluation-lab stage 2 * feat(projects): retrieval-evaluation-lab stage 3 * feat(projects): retrieval-evaluation-lab stage 4 * feat(projects): rust-agent-shell stage 1 * feat(projects): rust-agent-shell stage 2 * feat(projects): rust-agent-shell stage 3 * feat(projects): rust-agent-shell stage 4 * feat(projects): sandbox-ladder stage 1 * feat(projects): sandbox-ladder stage 2 * feat(projects): sandbox-ladder stage 3 * feat(projects): sandbox-ladder stage 4 * feat(projects): self-improving-skill-loop stage 1 * feat(projects): self-improving-skill-loop stage 2 * feat(projects): self-improving-skill-loop stage 3 * feat(projects): self-improving-skill-loop stage 4 * feat(projects): semantic-notes-search stage 1 * feat(projects): semantic-notes-search stage 2 * feat(projects): semantic-notes-search stage 3 * feat(projects): semantic-notes-search stage 4 * feat(projects): skill-installer stage 1 * feat(projects): skill-installer stage 2 * feat(projects): skill-installer stage 3 * feat(projects): skill-installer stage 4 * feat(projects): skill-router stage 1 * feat(projects): skill-router stage 2 * feat(projects): skill-router stage 3 * feat(projects): skill-router stage 4 * feat(projects): skill-scanner stage 1 * feat(projects): skill-scanner stage 2 * feat(projects): skill-scanner stage 3 * feat(projects): skill-scanner stage 4 * feat(projects): skill-validator stage 1 * feat(projects): skill-validator stage 2 * feat(projects): skill-validator stage 3 * feat(projects): skill-validator stage 4 * feat(projects): source-grounded-study-coach stage 1 * feat(projects): source-grounded-study-coach stage 2 * feat(projects): source-grounded-study-coach stage 3 * feat(projects): source-grounded-study-coach stage 4 * feat(projects): support-agent-with-google-adk stage 1 * feat(projects): support-agent-with-google-adk stage 2 * feat(projects): support-agent-with-google-adk stage 3 * feat(projects): support-agent-with-google-adk stage 4 * feat(projects): tiny-coding-agent stage 1 * feat(projects): tiny-coding-agent stage 2 * feat(projects): tiny-coding-agent stage 3 * feat(projects): tiny-coding-agent stage 4 * feat(projects): token-counter-and-cost-meter stage 1 * feat(projects): token-counter-and-cost-meter stage 2 * feat(projects): token-counter-and-cost-meter stage 3 * feat(projects): token-counter-and-cost-meter stage 4 * feat(projects): tool-call-firewall stage 1 * feat(projects): tool-call-firewall stage 2 * feat(projects): tool-call-firewall stage 3 * feat(projects): tool-call-firewall stage 4 * feat(projects): typed-workflow-agent-with-mastra stage 1 * feat(projects): typed-workflow-agent-with-mastra stage 2 * feat(projects): typed-workflow-agent-with-mastra stage 3 * feat(projects): typed-workflow-agent-with-mastra stage 4 * feat(projects): visual-evidence-library stage 1 * feat(projects): visual-evidence-library stage 2 * feat(projects): visual-evidence-library stage 3 * feat(projects): visual-evidence-library stage 4 * feat(projects): voice-note-transcriber-pipeline stage 1 * feat(projects): voice-note-transcriber-pipeline stage 2 * feat(projects): voice-note-transcriber-pipeline stage 3 * feat(projects): voice-note-transcriber-pipeline stage 4 * feat(projects): web-change-brief stage 1 * feat(projects): web-change-brief stage 2 * feat(projects): web-change-brief stage 3 * feat(projects): web-change-brief stage 4 * feat(projects): workflow-hooks stage 1 * feat(projects): workflow-hooks stage 2 * feat(projects): workflow-hooks stage 3 * feat(projects): workflow-hooks stage 4 * feat(projects): publish the practical application catalog * feat(projects): add 52 planned builds to the roadmap * fix(projects): make lesson animations explain computed changes Stage mechanisms should expose the decisions learners are implementing. Preserve record identity as state changes and keep project context below the selected lesson. * fix(projects): agent-budget-planner stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): agent-budget-planner stage 02 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): agent-budget-planner stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): agent-budget-planner stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): agent-trace-debugger stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): browser-agent stage 02 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): browser-agent stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): browser-agent stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): calendar-focus-planner stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): cloud-agent-with-aws-strands stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): cloud-agent-with-aws-strands stage 02 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): cloud-agent-with-aws-strands stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): desktop-control stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): distributed-eval-farm stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): distributed-eval-farm stage 02 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): distributed-eval-farm stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): document-extraction-desk stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): durable-agent-jobs stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): durable-agent-jobs stage 02 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): durable-agent-jobs stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): durable-agent-jobs stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): feedback-theme-board stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): inbox-triage-desk stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): llm-gateway-with-fallbacks stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): llm-gateway-with-fallbacks stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): mcp-at-scale review corrections Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): meeting-notes-to-actions stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): meeting-notes-to-actions stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): memory-server stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): pr-review-reporter stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): pr-review-reporter stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): pr-review-reporter stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): research-report-agent stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): retrieval-evaluation-lab review corrections Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): rust-agent-shell stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): rust-agent-shell stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): semantic-notes-search stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): skill-installer review corrections Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): skill-router stage 02 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): skill-router stage 04 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): tiny-coding-agent stage 02 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): voice-note-transcriber-pipeline stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): web-change-brief stage 03 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): workflow-hooks stage 01 contracts Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * fix(projects): site review corrections Keep the stage contract, learner scaffold and verification evidence consistent at the reviewed failure boundary. * docs(projects): record verified review corrections