Agentic-AI-Roadmap-with-Notes-and-Projects
A comprehensive guide and resource collection for building sophisticated agentic AI systems with LangGraph.
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- 01-what-is-agentic-ai.md
- 02-why-langgraph.md
- 03-llm-fundamentals.md
- 04-prompt-engineering.md
- 05-structured-outputs-and-tools.md
- README.md
- 01-graph-state-edges-nodes.md
- 02-sequential-workflows.md
- 03-parallel-workflows.md
- 04-conditional-workflows.md
- 05-iterative-workflows.md
- 06-functional-api.md
- README.md
- 01-conversational-agents.md
- 02-persistence-and-memory.md
- 03-tool-integration.md
- 04-human-in-the-loop.md
- 05-streaming-and-ux.md
- 06-langgraph-studio.md
- README.md
- 01-tool-design.md
- 02-mcp-from-scratch.md
- 03-mcp-servers.md
- 04-mcp-client-in-langgraph.md
- 05-tool-discovery-and-registries.md
- README.md
- 01-react.md
- 02-plan-and-execute.md
- 03-reflexion.md
- 04-supervisor.md
- 05-swarm.md
- 06-hierarchical.md
- 07-map-reduce.md
- 08-when-to-use-which.md
- README.md
- 01-why-evals.md
- 02-golden-datasets.md
- 03-llm-as-judge.md
- 04-protocol-evals.md
- 05-langsmith-tracing.md
- 06-cost-and-latency.md
- 07-regression-suites-in-ci.md
- README.md
- 01-multi-agent-architectures.md
- 02-agent-handoffs.md
- 03-a2a-protocol.md
- 04-a2a-agent-cards.md
- 05-cross-framework-interop.md
- 06-agent-marketplaces.md
- README.md
- incident-template.md
- oncall.md
- README.md
- 01-langgraph-platform.md
- 02-docker-deployment.md
- 03-kubernetes.md
- 04-checkpointing-and-durability.md
- 05-cost-optimization.md
- 06-governance-and-safety.md
- 07-continuous-improvement.md
- docker-compose.yml
- Dockerfile
- langgraph.json
- README.md
- 01-agent-os-and-kernels.md
- 02-long-horizon-memory.md
- 03-autonomous-sdlc.md
- 04-agentic-browsers.md
- 05-self-improving-agents.md
- 06-agent-marketplaces-and-economics.md
- 07-safety-and-alignment.md
- README.md
- chapter.md
- eval-rubric.md
- learning-path.md
- project.md
- support_eval_30rows.csv
- __init__.py
- test_agents.py
- __init__.py
- conversational_agent_demo.py
- eval_baseline.json
- langgraph_core_demo.py
- mcp_filesystem_server.py
- react_demo.py
- run_evals.py
- structured_output_demo.py
- 01-the-agentic-ai-engineer-role.md
- 02-skills-that-matter.md
- 03-job-archetypes.md
- 04-day-in-the-life.md
- 05-interview-prep.md
- 06-take-home-assignments.md
- 07-salary-and-career-trajectory.md
- README.md
- 01-system-design-for-agents.md
- 02-coding-rounds.md
- 03-behavioral.md
- README.md
- 01-2026-skills-analysis.md
- 02-role-archetypes.md
- 03-salary-bands.md
- README.md
- from-backend-engineer.md
- from-data-engineer.md
- from-data-scientist.md
- from-frontend-engineer.md
- from-ml-engineer.md
- from-zero.md
- README.md
- architecture.md
- sample_report.md
- __init__.py
- documents.py
- fetch.py
- web_search.py
- __init__.py
- config.py
- engine.py
- graph.py
- llm.py
- nodes.py
- prompts.py
- report.py
- state.py
- utils.py
- __init__.py
- test_engine.py
- test_nodes.py
- test_report.py
- test_tools.py
- test_utils.py
- app.py
- cli.py
- LICENSE
- README.md
- requirements-dev.txt
- requirements-ui.txt
- requirements.txt
- __init__.py
- agents.py
- api.py
- cli.py
- config.py
- graph.py
- llm.py
- state.py
- tools.py
- __init__.py
- billing.py
- db.py
- intent.py
- knowledge_base.py
- orders.py
- sentiment.py
- tickets.py
- account.md
- billing.md
- returns.md
- shipping.md
- technical.md
- customers.json
- invoices.json
- orders.json
- smoke_test.py
- __init__.py
- test_core_billing.py
- test_core_intent_sentiment.py
- test_core_kb.py
- test_core_orders.py
- test_core_tickets.py
- test_graph.py
- ARCHITECTURE.md
- docker-compose.yml
- Dockerfile
- README.md
- requirements-core.txt
- requirements.txt
- streamlit_app.py
- ai_winter_1970s.md
- alan_turing_life.md
- amazon_company_history.pdf
- amazon_rainforest.md
- anthropic_company.md
- apollo_moon_landings.pdf
- apple_company_history.md
- berlin_conference_1884.html
- berlin_wall.pdf
- bitcoin_whitepaper.md
- bletchley_park.md
- crick_watson_dna.html
- crispr_gene_editing.pdf
- deep_learning_rise.html
- docker_containers.html
- eiffel_tower.pdf
- enigma_machine.md
- enlightenment_thinkers.html
- euro_currency.md
- fermat_last_theorem.html
- french_revolution.pdf
- general_relativity.md
- george_orwell.pdf
- git_version_control.html
- google_deepmind.md
- harvey_hurricane.md
- human_genome_project.md
- industrial_revolution.md
- keynesian_economics.pdf
- kyoto_protocol.html
- linux_kernel.md
- magna_carta.md
- manhattan_project.pdf
- microsoft_history.md
- openai_company.html
- paris_agreement.md
- penicillin_discovery.md
- printing_press.md
- python_history.pdf
- quantum_mechanics_origins.html
- riemann_hypothesis.md
- roman_republic.md
- rust_language.html
- sahara_desert.html
- smallpox_eradication.pdf
- space_x_falcon.pdf
- standard_model.md
- stoicism.pdf
- tesla_company_history.html
- transformer_architecture.md
- turing_machine_concept.md
- voyager_mission.md
- web_brief_history.md
- labels.jsonl
- qa_pairs.jsonl
- manifest.json
- __init__.py
- agent_stub.py
- generate_dataset.py
- metrics.py
- README.md
- run_eval.py
- __init__.py
- ask.py
- graph_show.py
- ingest.py
- ingest_stub.py
- reset_db.py
- __init__.py
- conftest.py
- test_chunker.py
- test_loaders.py
- test_retrieval.py
- test_storage.py
- app.py
- Makefile
- pyproject.toml
- README.md
- requirements.txt
- ARCHITECTURE.md
- EVALUATION.md
- EXTENDING.md
- __init__.py
- cli.py
- metrics.py
- runner.py
- calc.py
- test_calc.py
- case.json
- expected_patch.diff
- pyproject.toml
- README.md
- calc.py
- test_calc.py
- case.json
- expected_patch.diff
- pyproject.toml
- README.md
- __init__.py
- indexing.py
- stats.py
- test_stats.py
- case.json
- expected_patch.diff
- pyproject.toml
- README.md
- __init__.py
- pr.py
- __init__.py
- builder.py
- nodes.py
- prompts.py
- state.py
- __init__.py
- anthropic_provider.py
- base.py
- mock.py
- openai_provider.py
- __init__.py
- langsmith.py
- __init__.py
- diff.py
- __init__.py
- fs.py
- git.py
- pytest_runner.py
- __init__.py
- __main__.py
- agent.py
- cli.py
- config.py
- logging.py
- __init__.py
- conftest.py
- test_diff.py
- test_eval_metrics.py
- test_fs.py
- test_graph.py
- test_pytest_runner.py
- Makefile
- pyproject.toml
- README.md
- uv.lock
- __init__.py
- cli.py
- discovery.py
- embeddings.py
- graph.py
- llm.py
- tool_selector.py
- notes.md
- sample.txt
- todo.json
- goals.jsonl
- run_evals.py
- __init__.py
- calculator_server.py
- custom_server.py
- filesystem_server.py
- search_server.py
- sqlite_server.py
- test_agent.py
- README.md
- registry.json
- requirements.txt
- Dockerfile.api
- Dockerfile.web
- ARCHITECTURE.md
- climate_brief.pdf
- financial_report.pdf
- product_specs.pdf
- generate_samples.py
- __init__.py
- retrieval_agent.py
- __init__.py
- models.py
- server.py
- __init__.py
- embeddings.py
- vlm.py
- __init__.py
- pdf_ingester.py
- table_detector.py
- __init__.py
- retriever.py
- synthesizer.py
- __init__.py
- doc_registry.py
- indexer.py
- vector_store.py
- __init__.py
- app.py
- __init__.py
- hashing.py
- logging.py
- __init__.py
- __main__.py
- cli.py
- config.py
- schemas.py
- __init__.py
- conftest.py
- test_ingest.py
- test_retriever.py
- test_synthesizer.py
- test_table_detector.py
- docker-compose.yml
- Dockerfile
- LICENSE
- pyproject.toml
- README.md
- requirements.txt
- labels_1h.jsonl
- synthetic_1h.jsonl
- anomalous.jsonl
- labels.jsonl
- normal.jsonl
- __init__.py
- generator.py
- deployment.md
- evaluation.md
- __init__.py
- judge.py
- rubric.py
- run_eval.py
- exploration.ipynb
- prometheus.yml
- publish_to_kafka.sh
- run_kafka.sh
- run_local.sh
- seed_data.sh
- __init__.py
- windower.py
- __init__.py
- base.py
- ensemble.py
- llm_detector.py
- statistical.py
- __init__.py
- store.py
- __init__.py
- metrics.py
- tracing.py
- __init__.py
- actions.py
- graph.py
- hitl.py
- state.py
- __init__.py
- base.py
- file_source.py
- kafka_consumer.py
- synthetic_source.py
- __init__.py
- cli.py
- config.py
- models.py
- pipeline.py
- __init__.py
- test_detectors.py
- test_feedback.py
- test_pipeline.py
- test_response_graph.py
- test_windower.py
- architecture.md
- docker-compose.yml
- LICENSE
- Makefile
- pyproject.toml
- README.md
- requirements.txt
- __init__.py
- client.py
- exceptions.py
- models.py
- protocol.py
- server.py
- __init__.py
- crew.py
- server.py
- __init__.py
- agent.py
- server.py
- __init__.py
- shared.py
- A2A_PROTOCOL.md
- ARCHITECTURE.md
- DEPLOYMENT.md
- __init__.py
- dataset.json
- metrics.py
- runner.py
- __init__.py
- demo.py
- run_eval.py
- __init__.py
- base.py
- mock.py
- openai_backend.py
- __init__.py
- a2a_adapter.py
- cli.py
- graph.py
- nodes.py
- state.py
- __init__.py
- conftest.py
- test_a2a_client.py
- test_a2a_models.py
- test_a2a_server.py
- test_research_agent.py
- test_supervisor.py
- test_writer_agent.py
- docker-compose.yml
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- requirements.txt
- config.py
- Dockerfile
- requirements.txt
- server.py
- __init__.py
- coder.py
- researcher.py
- summarizer.py
- Dockerfile
- requirements.txt
- server.py
- 0001_initial.py
- env.py
- script.py.mako
- __init__.py
- agent.py
- billing.py
- invocation.py
- user.py
- __init__.py
- agents.py
- auth.py
- billing.py
- health.py
- internal.py
- invocations.py
- __init__.py
- agent.py
- auth.py
- billing.py
- __init__.py
- agent_runtime.py
- billing.py
- observability.py
- __init__.py
- test_api.py
- alembic.ini
- config.py
- database.py
- deps.py
- Dockerfile
- main.py
- requirements.txt
- security.py
- A2A_PROTOCOL.md
- API.md
- ARCHITECTURE.md
- DEPLOYMENT.md
- page.tsx
- page.tsx
- page.tsx
- page.tsx
- page.tsx
- globals.css
- layout.tsx
- page.tsx
- AgentCard.tsx
- Navbar.tsx
- Toaster.tsx
- api.ts
- auth-context.tsx
- utils.ts
- index.ts
- Dockerfile
- next-env.d.ts
- next.config.js
- package.json
- postcss.config.js
- tailwind.config.ts
- tsconfig.json
- platform-overview.json
- dashboards.yml
- datasources.yml
- init.sql
- prometheus.yml
- invoke-sample.sh
- seed.sh
- docker-compose.yml
- err.txt
- LICENSE
- README.md
- baseline_v1.json
- map_reduce.jsonl
- plan_execute.jsonl
- react.jsonl
- supervisor.jsonl
- swarm.jsonl
- map_reduce_traces.jsonl
- plan_execute_traces.jsonl
- react_traces.jsonl
- supervisor_traces.jsonl
- swarm_traces.jsonl
- registry.yaml
- adding_datasets.md
- architecture.md
- writing_evaluators.md
- __init__.py
- base.py
- sample_agents.py
- __init__.py
- base.py
- llm_judge.py
- reliability.py
- rule_based.py
- trajectory.py
- __init__.py
- __main__.py
- cli.py
- config.py
- registry.py
- reporter.py
- runner.py
- schemas.py
- utils.py
- custom_agent.py
- custom_evaluator.py
- quickstart.py
- custom_agent.json
- custom_agent.md
- custom_evaluator.json
- custom_evaluator.md
- demo_baseline.json
- demo_baseline.md
- demo_react.json
- demo_react.md
- map_reduce.json
- map_reduce.md
- plan_execute.json
- plan_execute.md
- quickstart.json
- quickstart.md
- react.json
- react.md
- supervisor.json
- supervisor.md
- swarm.json
- swarm.md
- generate_baseline.py
- generate_datasets.py
- generate_trajectories.py
- __init__.py
- conftest.py
- test_evaluators.py
- test_registry.py
- test_reporter.py
- test_runner.py
- test_schemas.py
- LICENSE
- Makefile
- pyproject.toml
- README.md
- requirements-dev.txt
- requirements.txt
- README.md
- README.md
- README.md
- README.md
- README.md
- README.md
- README.md
- README.md
- README.md
- README.md
- README.md
- README.md
- awesome.md
- CHANGELOG.md
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- LICENSE
- MAINTAINERS.md
- Makefile
- pyproject.toml
- README.md
- ROADMAP.md
- STYLING.md
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