You will get a Custom Multi-Agent AI Framework and Living Memory Network Blueprint
Rising Talent
Project details
Stop wasting thousands of dollars on manual prompt-spamming and generic single-LLM systems that suffer from memory decay and hallucination.
This service delivers a high-caliber, multi-agent production framework engineered for absolute narrative, data, and conceptual continuity. By decoupling cognitive roles into a strict, synchronized network—featuring an executive Conductor, a token-optimizing Context Guard, and deterministic validation nodes—this system forces absolute persistence across hundreds of parallel operations.
I do not manually render frames or write basic text blocks. I build the ultimate AI engine—the custom software infrastructure, prompt-chaining logic, and stateful asset memory nodes—so that your internal production line can generate perfect, consistent multi-stage assets on demand.
We map out the core architecture matrix and dependency trees together for FREE. Building, optimizing, and deploying this autonomous machine into your stack is billed at my development rate of $75/hr. Let's build a bulletproof engine that protects your brand from character drift.
This service delivers a high-caliber, multi-agent production framework engineered for absolute narrative, data, and conceptual continuity. By decoupling cognitive roles into a strict, synchronized network—featuring an executive Conductor, a token-optimizing Context Guard, and deterministic validation nodes—this system forces absolute persistence across hundreds of parallel operations.
I do not manually render frames or write basic text blocks. I build the ultimate AI engine—the custom software infrastructure, prompt-chaining logic, and stateful asset memory nodes—so that your internal production line can generate perfect, consistent multi-stage assets on demand.
We map out the core architecture matrix and dependency trees together for FREE. Building, optimizing, and deploying this autonomous machine into your stack is billed at my development rate of $75/hr. Let's build a bulletproof engine that protects your brand from character drift.
AI Development Type
Knowledge Representation, Model TuningAI Tools
Chainer, OpenCVAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$75
|
Standard
$2,500
|
Advanced
$6,500
|
|---|---|---|---|
| Delivery Time | 1 day | 10 days | 20 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | ||
Detailed Code Comments | - | ||
Knowledge Graph | - | - | |
Model Documentation | - | ||
Ontology | - | - | |
Source Code | - | ||
Taxonomy | - |
Frequently asked questions
About Imre
Multi-Agent AI Architect - Solving Unsolvable AI Problems
Sajoivanka, Hungary - 12:12 am local time
I specialize in architecting advanced AI ecosystems, specifically stepping in where standard, single-model solutions hit their operational limits.
The Problem with Standard AI
Most basic AI implementations eventually crash into the same structural bottlenecks: hallucination, memory decay, and strict context limitations. Simple prompt engineering or basic script wrappers cannot solve these systemic issues.
The Architecture (My Approach)
To achieve a true competitive edge, a business needs a dynamic system, not a static tool. I build custom, multi-agent network architectures with living memory and interconnected logical loops. By structuring specialized, subordinated AI agents to act as a unified organizational brain, we bypass standard limitations entirely.
Who I Work With
My focus is strictly on high-level system architecture. I partner with clients who have concrete, complex operational problems and trust the technical execution of non-linear dependencies. (If you only need basic ChatGPT templates or someone to teach your team the basics, my services will not be the most cost-effective fit for you.)
The Execution Protocol
I believe in proving the architecture before expending resources. If you realize that a custom multi-agent ecosystem is the logical next step for your business:
We map out the core problem.
I will build a concept blueprint and prototype approach as part of an initial validation phase (at a reduced, fixed fee).
We verify the architecture together.
We only proceed to full implementation if the structural logic guarantees results.
If you are ready to build a bulletproof AI engine, let’s connect. If you don't have a complex architectural problem yet, bookmark this profile for when you encounter your first systemic bottleneck.
Steps for completing your project
After purchasing the project, send requirements so Imre can start the project.
Delivery time starts when Imre receives requirements from you.
Imre works on your project following the steps below.
Revisions may occur after the delivery date.
Conceptual Mapping & Architecture Design
We align your requirements for FREE. We draft the multi-agent dependency tree and map out the specific logic flow to finalize the functional blueprint of your upcoming software matrix.
Core Logic Framework & Pipeline Construction
Building the stateful memory system and integrating specific agent nodes (Conductor, Context Guard, and Validators). We construct the custom prompt-chains and backend API linkages.