Tactical Agentic Coding – Agentic Engineer
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Master the 7-level hierarchy from simple prompts to self-improving meta prompts.
File Size:Β 6.42 GB.
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Tactical Agentic Coding – Agentic Engineer

Master theΒ tacticsΒ of Agentic Coding. Scale FAR beyond AI Coding and Vibe Coding with advanced Agentic Engineering so powerful that your codebaseΒ runs itself.

AI CODING ISΒ NOT ENOUGH
Hereβs what most engineers miss:
- AI Coding was just the beginning (Phase 1)
- Vibe Coding is the lowest hanging fruit
- 95% of all codebases are now outdated and inefficient
- IMPORTANT:Β You, the engineer, are the bottleneck β not the models β not the tools β not the agents
While everyone sits βIn the LoopβΒ prompting back and forth with powerful agentic coding tools, 90% of the true value of AI Agents like Claude Code liesΒ untapped. Engineers are wasting theirΒ exponential potentialΒ because they lack the information needed to use Agentic Coding at peak performance.
The Problem Isβ¦Β Most of the tech industry is still building as if AI Agents donβt exist. Why? Because most engineers donβt understand that the old ways of engineering, and even AI Coding, areΒ completely outdated. With the creation of AI Agents (with Claude Code leading the way),Β a new engineering role has emerged, and in order to scale beyond AI Coding and vibe coding, you must begin your evolution into this new role.
Whatβs the new engineering role?Β Take a quick look at the URL youβre on right now. Iβve been holding this URL for years, while building the skills and beliefs needed for this transition. Hoping that one day, the right compute and the right tooling would emerge. Today, itβs finally time. You and I can now becomeΒ Agentic Engineers.
Agentic EngineeringΒ isnβt about models, prompting, or agents β itβs aboutΒ composingΒ the old world of software engineering with the new world of agents to achieveΒ exponential scales of engineering. Itβs aboutΒ stepping out of the loopΒ entirely. Itβs about building systems that build systems. Itβs about encoding your engineering excellence into your agents withΒ templatesΒ andΒ ADWsΒ so they ship on your behalf while maintaining your engineering standards,Β while youβre AFK.
WithΒ Tactical Agentic Coding β TAC, youβll begin your transition into this new role of engineering to unlockΒ exponential scales of engineeringΒ for you, your team and your customers.
Here, in TAC, youβllΒ think hardΒ and learn to step out of the loop.
Letβs start with a simple question that guides everything youβll accomplish in TACβ¦
What if your codebase couldΒ ship itself?
NOT FOR BEGINNERS
If youβre not actively shipping production code, close this tab now. TAC is built exclusively for the top 20% of engineers who are ready to push their engineering abilities to the next-next level.Β Watch this to qualify.
What will you learn?

In Tactical Agentic Coding, my mission is to transform you into an engineerΒ THEY CANβT REPLACE.
How will we accomplish this massive goal?
Weβll do this by committing to two career-changing decisions:
- Let go of the old ways of engineering
- Master the new best tool for engineering:Β Agents
Youβll master Agents by internalizing 8 Tactics of Agentic Coding that elevate you into an engineer thatΒ BUILDS THE SYSTEM β THAT BUILDS THE SYSTEM.
The 12 Leverage Points of Agentic Coding
Master the in-agent and through-agent leverage points that maximize your agentsβ autonomy. Learn to stack standard out, types, tests, architecture, other leverage points for inevitable agentic success.
Out of the Loop Engineering
Progress from βIn the Loopβ prompting to fully autonomous βOut of the Loopβ systems. Thereβs repeat work youβre doing right now that you donβt have to be IF you have the right agent pipeline.
Teach Your Agents Your Way
Encode your best engineering practices into your agents so they ship how you would ship. Transform vague prompts into production-ready specifications automatically.
AI Developer Workflows (ADWs)
Build the highest level of agentic abstraction by combining deterministic code with non-deterministic agents. Create workflows of agents that automate entire classes of engineering work autonomously.
Measure Your Agentic Success
Track your progression with four critical agentic coding KPIs. Instead of guessing if youβre improving as an agentic engineer, KNOW youβre improving.
Prioritize Your Agents
Progress toward the North Star of agentic coding where your codebase literally runs itself. Shift your focus from the AI coding your application layer to building the system that builds the system.
BUILD SYSTEMS THATΒ BUILD SYSTEMS
Success in Phase 2 of the Generative AI age requires more than AI Coding and Vibe Coding. Hereβs the trick: Donβt build your codebase β build your agent pipeline that builds your codebase. These arenβt just tactics, theyβre the foundation of a new engineering paradigm where your best engineering practices are encoded once and executed infinitely by fleets of specialized agents. Inside of Tactical Agentic Coding youβll learn the exact steps to build the system that builds the system. This will give you a (massive) asymmetric advantage in the age of agents.

STOP CODINGΒ START TEMPLATING
TheΒ irreplaceable engineers of tomorrowΒ arenβt typing code. Theyβre commanding compute. Building pipelines ofΒ AI AgentsΒ that ship features with their best practices. While everyone else is stuck βIn the Loopβ prompting back and forth, wasting their time and potential. With TAC, youβll learn to stop coding and start encoding your engineering into your agents for repeat success. Instead of writing prompts (yourself or with agents), youβll learn to encode your engineering best practices into your agents. Your agents will then use your guide to write and execute plans, docs, tests, and anything you need. This new type of prompt will lead you to massively scaling up your plan and review velocity, the two constraints of agentic coding.

MASTER THEΒ SCALEΒ OF THEΒ CORE FOUR
Tools have been around for a while, but only with powerful agentic coding tools like Claude Code can you now exploit the scale of the Core Four: Context, Model, Prompt, and Tools. Weβre talking long-running (minutes to hours), self-correcting, self-validating, self-documenting agent pipelines that run on your behalf. This enables something incredible, you can stop working IN your codebase and start working ON your AI Agents. How well you build and deploy agents that operate your application determines your success in Phase 2 of the Generative AI age.

WHATβSΒ INSIDE?
2 Separate Courses β’ 1 Mission

TACTICALΒ AGENTIC CODING
The core 8-lesson 8-tactic course that accelerates you towardΒ Agentic Engineering.
+Β Β Shift from AI Coding to Agentic Coding:Β Learn the essential ideas to shift from the old ways of engineering to the new. Itβs not about what we can do anymore itβs about what we can TEACH our agents to do.
+Β 8 Tactics of Agentic Coding:Β Each lesson offers you key next generation engineering tactics you can use to guide your daily engineering. Each tactic helps you pull the future of engineering into the present.
+Β Build The System That Builds The System:Β Master the meta-engineering approach where irreplaceable engineers of today and tomorrow operate.
No AGI, no ASI just pure, boots on the ground Engineering with Agents:
Weβre not waiting for another model, tool, or agent. Throughout each lesson, weβre putting our boots on the ground and using the best tool for the job of engineering for todayβs problems.

AGENTICΒ HORIZON
UpgradableΒ extended mastery lessons for engineers ready to push beyond the big ideas in Tactical Agentic Coding with more topic-specific lessons (Claude Code, Context Engineering, Custom Agents).Β 6 advanced lessons available now.
+Β Elite Context Engineering:Β The R&D Framework for context window mastery across 12 techniques
+Β Agentic Prompt Engineering:Β Master the 7-level hierarchy from simple prompts to self-improving meta prompts
+Β Claude Agent SDK Mastery:Β Build custom agents for your domain, your problems, your edge cases
+Β Multi-Agent Orchestration:Β CRUD, manage and scale your fleet of agents through a single orchestrator agent real-time observability
+Β Agent Experts:Β Transform forgetful agents into learning machines with expertise files and self-improving prompts
+Β Building Agentic Layers:Β The comprehensive roadmap to building powerful Agentic Layers that lead you to the Codebase Singularity
6 Advanced Lessons (Complete Agentic Horizon):
With Agentic Horizon you get all 6 advanced lessons covering the complete journey from prompt engineering to the Codebase Singularity.
InΒ Tactical Agentic CodingΒ youβll have access to eight lessons that accelerate you from AI Coding to Agentic Coding. First we set the stage in our twoΒ beginnerΒ lessons, then move to threeΒ intermediateΒ and conclude with threeΒ advancedΒ lessons. You can also upgrade to gain access to a separate extended lesson set:Β Agentic Horizon.

Tactical Agentic Coding
Core 8 Lessons

Hello Agentic Coding β Become the Engineer They Canβt Replace
Discover why your hands and mind are no longer the best tools for writing code. Make the hard, but important decision to let go of the old ways of engineering to adopt the new. Set the stage for learning the new way to engineering with agents and the core four.

Tactical Agentic Coding

The 12 Leverage Points of Agentic Coding
Step inside your agentβs context window and see your codebase through its eyes. Master the Core Four and eight additional leverage points to maximize not what you can do, but what your agents can do for you.

Tactical Agentic Coding

Success is Planned: The 80-20 of Agentic Coding
First came prompts, then came plans and what comes next will push your ability to hand off work to your agents even further beyond. Learn a powerful leverage point of agentic coding that enables your agents to ship with you and your teamβs engineering best practices.

Tactical Agentic Coding

AFK Agents: Let Your Product Build Itself
Move beyond βin the loopβ agentic coding with a single agent with the PITER framework. Transform problems into solutions with a single prompt. Replace generic, βbuilt for everyoneβ expensive cloud tools with your own superior pipeline of agents that knows YOUR codebase and YOUR domain specific problems.

Tactical Agentic Coding

Close The Loops: More Compute, More Confidence
Close the loop(s) and let the code write itself. Transform brittle agent workflows into self-correcting systems with strategic feedback loops. Build βClosed Loop Promptsβ that ensure your agents correct their own work so you donβt have to.

Tactical Agentic Coding

Let Your Agents Focus: Agentic Review and Documentation
Reach a critical milestone in your agentic coding journey with specialized Review and Documentation agents. Learn the crucial difference between testing and reviewing your agentβs work.

Tactical Agentic Coding

ZTE: The Secret of Agentic Engineering
Understand the North Star of Agentic Coding where your codebase ships itself. Progress from in loop, to out loop, to ZTE.

Tactical Agentic Coding

The Agentic Layer
Learn the one meta-tactic to rule them all. The single idea you need to become irreplaceable in phase 2 of the Generative AI age.


Agentic Horizon
Upgradable Extended Mastery Lessons

Elite Context Engineering
A focused agent is a performant agent. The context window is your agentβs most precious resource β ephemeral, limited, and critical to success. Master context engineering through the R&D Framework.

Agentic Horizon

Agentic Prompt Engineering
The prompt is the fundamental unit of engineering in the age of agents. Every prompt you create becomes a force multiplier β one well-crafted prompt can generate tens to hundreds of hours of productive work.

Agentic Horizon

Building Domain-Specific Agents
Create specialized agents tailored for specific domains and use cases. Learn to build agents that understand your business logic, domain constraints, and specialized workflows for maximum effectiveness.

Agentic Horizon

Multi-Agent Orchestration: One Agent To Rule Them All
Scale your agentic engineering with the one agent to rule them all: The Orchestrator Agent. Command fleets of specialized agents through a single interface with CRUD operations and real-time observability. Get ahead of the next paradigm in Agentic Coding.

Agentic Horizon

Agent Experts: Finally, Agents That Actually Learn
The massive problem with agents is they forget β and that means they donβt learn. Agent Experts solve this with a three-step workflow: Act, Learn, Reuse.

Agentic Horizon

The Codebase Singularity
Combine the big ideas from Tactical Agentic Coding and Agentic Horizon and learn to Build Agentic Layers that accelerate you toward ONE Singular Moment β The Codebase Singularity.

Agentic Horizon
INDY DEV DAN ISΒ BACKΒ FORΒ PHASE 2

After unlocking foundational AI coding for thousands of engineers withΒ Principled AI Coding, the game of engineering has changed again. You and I now have the opportunity to wield a new engineering primitive, one that was revealed by Claude Code. The Agent Architecture. Phase 2 isnβt about bigger prompts or faster AI coding. Itβs about wielding agents to step into a new role of software engineering:Β One who builds systems that build systems.
BUILT FORΒ ENGINEERSΒ THATΒ SHIP
Thank you to the incredible engineers who shared their kind words.Β Weβve come a long way since the days of GPT-3.5 and Aider. These reviews and comments come from real engineers right from the
YouTube Community (2M+ views, 100k+ subs)
Β and from thousands of engineers whoβve taken the Phase 1 AI Coding course:

Principled AI Coding
. If youβve watched one of my videos, or trusted me to deliver in a course β I just want to say thank you. Your feedback, support, and success stories fuel my work and inspires the next engineer to join the journey and unlock their potential. Now, in Phase 2, weβre going further beyond with Tactical Agentic Coding.
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