Included With Dynamic Tangent • $499 Value

12-Week Agentic AI & RAG Engineering Track

While our team executes your job applications end-to-end, you build 15 production repositories reverse-engineered around target company tech stacks. Walk into interviews with live, working proof-of-work.

WEEK 1PHASE 1: FOUNDATIONS

Turn Raw Knowledge Into Reliable AI Answers

MODULE 01 / 12

Design and implement a deterministic Retrieval-Augmented Generation pipeline from unparsed enterprise files to grounded, low-latency LLM responses.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 1 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Chunking Strategies (Recursive & Semantic)
Vector Embeddings & Cosine Metrics
pgvector & Pinecone Hybrid Indexes
Grounded Context Synthesis

WEEKLY PRODUCTION DELIVERABLE:

Production hybrid-search document retriever with cost & latency benchmarks

WEEK 2PHASE 1: FOUNDATIONS

Give AI Access to Tools, Data, and Memory

MODULE 02 / 12

Bind external REST APIs and relational stores to the LLM runtime using strict JSON Schema function calling and dual-tier memory buffers.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 2 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Strict Function Calling & JSON Schema Mode
Tool Binding & Parameter Validation
Short-Term Rolling Conversation Buffers
Persistent Redis Long-Term Store

WEEKLY PRODUCTION DELIVERABLE:

Stateful API execution engine with tool-calling schema validation

WEEK 3PHASE 1: FOUNDATIONS

Make AI Understand More Than Text

MODULE 03 / 12

Ingest multi-modal inputs (audio, images, spreadsheets) into a unified cross-modal vector index with Cohere cross-encoder re-ranking.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 3 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Multi-Modal Ingestion Pipelines
Cross-Encoder Re-Ranking (Cohere)
HyDE (Hypothetical Document Embeddings)
Unified Multi-Modal Semantic Search

WEEKLY PRODUCTION DELIVERABLE:

Context-aware enterprise documentation parser and multi-modal query engine

WEEK 4PHASE 2: SYSTEMS

Turn AI Into Reliable Multi-Step Workflows

MODULE 04 / 12

Orchestrate deterministic, fault-tolerant state-machine workflows with conditional DAGs, background BullMQ queues, and self-correcting retry cycles.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 4 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Deterministic State-Machine Orchestration
Conditional DAG Execution
BullMQ Background Job Queues
Self-Healing Fallback Handlers

WEEKLY PRODUCTION DELIVERABLE:

Fault-tolerant asynchronous document processing pipeline with retry queues

WEEK 5PHASE 2: SYSTEMS

Build AI Systems That Can Survive Production

MODULE 05 / 12

Harden your architecture against OWASP LLM vulnerabilities: prompt injection firewalls, PII sanitization, token cost controls, and RBAC authentication.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 5 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Prompt Injection & Jailbreak Defense
PII Masking & Data Scrubbing
Token Rate Limiting & Cost Firewalls
Role-Based Access Control (RBAC)

WEEKLY PRODUCTION DELIVERABLE:

Production API firewall with input sanitization and token budget controls

WEEK 6PHASE 2: SYSTEMS

Teach AI to Plan, Act, Observe, and Recover

MODULE 06 / 12

Build autonomous ReAct reasoning loops with task decomposition, tool selection, runtime observation feedback, and self-correcting error recovery.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 6 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

ReAct (Reason + Act + Observe) Pattern
Dynamic Task Decomposition
Runtime Tool Selection
Self-Reflection Cycles

WEEKLY PRODUCTION DELIVERABLE:

Autonomous problem-solving agent with runtime validation and self-correction

WEEK 7PHASE 3: AGENTS

Build Agents With the Frameworks Used in Real Systems

MODULE 07 / 12

Understand the exact architectural trade-offs between LangGraph state cycles, CrewAI role specialists, AutoGen dialog agents, and custom lightweight SDKs.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 7 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

LangGraph Cyclic State Transition Graphs
CrewAI Role-Based Team Delegation
AutoGen Conversational Multi-Agent Consensus
Custom Lightweight Tool Execution Engines

WEEKLY PRODUCTION DELIVERABLE:

Modular multi-role agent workspace with state checkpointing

WEEK 8PHASE 3: AGENTS

Coordinate Specialized AI Agents as One System

MODULE 08 / 12

Architect hierarchical supervisor topologies where a lead orchestrator delegates sub-tasks to specialized worker agents sharing an event bus.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 8 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Supervisor-Worker Multi-Agent Topology
Task Delegation & Result Aggregation
Inter-Agent Pub/Sub Message Bus
Shared State Memory Consistency

WEEKLY PRODUCTION DELIVERABLE:

Collaborative 4-agent software development & code-review system

WEEK 9PHASE 3: AGENTS

Build Agents That Keep Working Even When Things Stop

MODULE 09 / 12

Implement durable execution models that save runtime checkpoints, support human-in-the-loop approval gates, and recover automatically from network crashes.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 9 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Durable State Persistence
Checkpoint Snapshots & Event Sourcing
Human-in-the-Loop Approval Gates
Zero-Loss Crash Recovery

WEEKLY PRODUCTION DELIVERABLE:

Persistent research assistant agent with interactive human approval gates

WEEK 10PHASE 4: PRODUCTION

Take AI From Your Laptop to Production Infrastructure

MODULE 10 / 12

Containerize multi-agent applications with Docker and deploy to GCP Cloud Run / AWS ECS with real-time OpenTelemetry tracing and cost telemetry.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 10 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Docker Containerization for AI Engines
Serverless Cloud Run / AWS ECS Deployment
Distributed Tracing with OpenTelemetry
LangSmith / Langfuse Observability

WEEKLY PRODUCTION DELIVERABLE:

Zero-downtime serverless agent microservice with real-time tracing

WEEK 11PHASE 4: PRODUCTION

Combine Everything Into One Production AI Product

MODULE 11 / 12

Synthesize all 10 preceding weeks into a full-stack, end-to-end Enterprise AI SaaS or Autonomous Agent product reverse-engineered for target companies.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 11 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Full-Stack Next.js & Python Architecture
Vector DB + Relational Integration
Multi-Agent Orchestrator Synthesis
End-to-End Authentication & Stripe Integration

WEEKLY PRODUCTION DELIVERABLE:

Live, interactive production application solving an actual enterprise problem

WEEK 12PHASE 4: PRODUCTION

Turn Your Technical Work Into Interview Leverage

MODULE 12 / 12

Present your live working demo to technical hiring managers and senior architects. Transition interviews from stressful trivia tests into high-status product demonstrations.

● SYSTEM ARCHITECTURE SPECIFICATIONWEEK 12 TECHNICAL SCHEMATIC

CORE ENGINEERING CONCEPTS:

Live Screen-Share Demo Strategies
Architecture Pitch Deck Creation
Technical Hiring Readiness Audit
Verified Technical Credential

WEEKLY PRODUCTION DELIVERABLE:

Polished demo repository, architecture slides, and complete technical portfolio

Career Execution Partnership

Build the Proof. We Execute the Search.

This 12-week build track ($499 value) is included when you partner with Dynamic Tangent. We run your application pipeline while you build the engineering leverage that closes senior offers.

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