// SERVICE SPECIFICATION 16
Google Gemini Advanced Training
Intensive developer masterclass for senior software engineers, system architects, and DevOps leads: Google AI Studio, Google Antigravity IDE, Gemini Deep Think extended reasoning, open-weight Google Gemma fine-tuning, autonomous Gemini Agents, and Gemini Argon frontier code refactoring.
1. Service Overview & Scope
- Google AI Studio & Gemini API: Rapid multimodal prototyping, system instructions, schema-constrained JSON outputs, and slashing token overhead via implicit and explicit context caching.
- Google Antigravity IDE & Agent Platform: Full-stack autonomous software development with Antigravity IDE, manager surfaces, terminal loops, Chrome browser UI verification, and Python SDK automation.
- Gemini Deep Think (Extended Reasoning): Complex algorithmic logic, deep architectural design, concurrency race condition analysis, and verified mathematical theorem validation with traceable thinking chains.
- Google Gemma (Sovereign Open Weights): Fine-tuning, LoRA adaptation, GGUF/AWQ quantization, and private local serving using Ollama, llama.cpp, and vLLM to maintain complete data sovereignty.
- Gemini Agents & Tool Calling: Designing resilient multi-agent swarms using Model Context Protocol (MCP) servers, bidirectional Python/Rust connectors, stateful graph orchestrations, and self-correcting execution loops.
- Gemini Argon (Frontier System Engineering): Large-scale repository modernization, 1M+ token codebase ingestion, legacy codebase refactoring, security vulnerability triage, and automated regression test authoring.
2. Standard Architecture & Tools
- Developer Environments: Google AI Studio, Google Antigravity IDE, Antigravity CLI (`agy`), and the Google Antigravity Python SDK.
- Model Engines & APIs: Gemini Pro, Gemini Flash, Gemini Argon (`gemini-4-argon`), Gemini Deep Think, and local Google Gemma weights (Gemma 2B, 9B, 27B).
- Agent Protocols & Integrations: Model Context Protocol (MCP) clients and servers, Function Calling API, LangGraph, Vertex AI integrations, and LiteLLM governance gateways.
- Inference & Optimization: vLLM with PagedAttention, TensorRT-LLM, continuous batching, and prompt prefix context caching.
3. Deliverable Examples & 4-Week Schedule
- Production Google AI Studio & API Pipeline: Fully configured system instruction templates, context caching schemas, and verified Python/TypeScript SDK endpoints.
- Antigravity Autonomous Agent Workspaces: Custom Antigravity workflows with task-planning rules, automated terminal execution harnesses, and browser verification loops.
- Custom Gemma Fine-Tuned Model Weights: Parameter-efficient LoRA adapter weights trained on your proprietary enterprise documentation and hosted on internal hardware.
- Gemini Argon Code Refactoring Suite: Automated test suites, dependency migration graphs, and security vulnerability remediation pipelines deployed across your repositories.
| Timeline | Focus & Architecture | Core Deliverables & Artifacts | Verification & Sign-off Criteria |
|---|---|---|---|
| Week 1 | Google AI Studio, API & Context Caching | AI Studio prompt prototyping, system instructions, JSON schema enforcement, and context caching setup for large assets | Developers achieve 60%+ cost reductions on repeated context calls with zero prompt degradation |
| Week 2 | Google Antigravity IDE & Autonomous Agents | Antigravity IDE setup, manager surface agent orchestration, terminal tools, browser verification, and Python SDK hooks | Engineers execute end-to-end bug fixes and feature tickets verified automatically in live Chrome browser sessions |
| Week 3 | Gemini Deep Think & Sovereign Gemma Models | Deep Think extended reasoning pipelines, Gemma fine-tuning scripts, LoRA adapters, and local vLLM/Ollama inference hosting | Successful local serving of custom Gemma weights with sub-second time-to-first-token and zero cloud egress |
| Week 4 | Gemini Argon Codebase Refactoring & MCP Swarms | 1M-token legacy repository ingestion via Gemini Argon, production MCP servers, multi-agent topologies, and regression testing | Automated modernization and test verification of a complex multi-file service module with passing CI/CD pipelines |
4. Guarantees & Commitments
- Strict Test-Driven Verification: Every agent loop, custom MCP server, and fine-tuned model is validated against automated unit, integration, and security tests.
- 100% Commercial IP Ownership: Complete source code, LoRA adapter weights, prompt runbooks, and MCP server repos belong exclusively to your business.
- No Advance Payments: Zero upfront fee; payments are divided into five equal 20% milestones settled only after verifying tangible delivery.
- 30-Day Discord / Slack Advisory: Post-training technical steering, code review assistance, and API upgrade advisory included at no extra cost.
5. Investment & Pricing Quote
- Modular Service Selection & Flexible Engagement: Clients can freely pick and choose their services, either individually or bundled under our comprehensive transformation programs:
- Individual Service Pick (Personal / 1-on-1): $1,000 USD per service for 5 days of live training + 5 days of dedicated support (10 days total coverage per service). Strictly 1 person only.
- Individual Service Pick (Business / Teams): $2,000 USD per service for 5 days of live training + 5 days of dedicated support (10 days total coverage per service). Covers up to 20 participants (additional seats at $250 USD per seat).
- Comprehensive Business Training: $5,000 USD for 60 days (30 days live training + 30 days guidance and detailed guides and materials). Includes cohorts up to 20 participants. Extra seats at $250 USD per seat).
- Comprehensive Personal Training: $2,500 USD for 30 days (15 days live training + 15 days guidance and detailed guides and materials). Strictly for 1 person only (private acceleration).
- Global Purchasing Power Parity (PPP) Available for All Service Pricing:
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Payment Schedule:
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Individual $1,000 USD | Business $2,000 USD | Business 60d $5,000 USD | Personal 30d $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Individual $750 USD | Business $1,500 USD | Business 60d $3,750 USD | Personal 30d $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $500 USD | Business $1,000 USD | Business 60d $2,500 USD | Personal 30d $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $250 USD | Business $500 USD | Business 60d $1,250 USD | Personal 30d $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $100 USD | Business $200 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Business Training $5,000 USD | Personal Training $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Business Training $3,750 USD | Personal Training $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Business Training $2,500 USD | Personal Training $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Business Training $1,250 USD | Personal Training $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Business Training $5,000 USD | Personal Training $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Business Training $3,750 USD | Personal Training $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Business Training $2,500 USD | Personal Training $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Business Training $1,250 USD | Personal Training $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Business Training $5,000 USD | Personal Training $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Business Training $3,750 USD | Personal Training $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Business Training $2,500 USD | Personal Training $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Business Training $1,250 USD | Personal Training $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Business Training $5,000 USD | Personal Training $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Business Training $3,750 USD | Personal Training $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Business Training $2,500 USD | Personal Training $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Business Training $1,250 USD | Personal Training $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Business Training $5,000 USD | Personal Training $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Business Training $3,750 USD | Personal Training $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Business Training $2,500 USD | Personal Training $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Business Training $1,250 USD | Personal Training $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Business Training $5,000 USD | Personal Training $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Business Training $3,750 USD | Personal Training $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Business Training $2,500 USD | Personal Training $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Business Training $1,250 USD | Personal Training $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
- Tier 1 (Standard / 100%): Business Training $5,000 USD | Personal Training $2,500 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Developing Nations / 25% Off): Business Training $3,750 USD | Personal Training $1,875 USD (India, Brazil, Mexico, UAE, Poland)
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Business Training $2,500 USD | Personal Training $1,250 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Business Training $1,250 USD | Personal Training $625 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
6. Summary
- Frontier Agent Tooling: Complete mastery of Google AI Studio, Google Antigravity IDE, and the Antigravity Python SDK.
- Deep Reasoning & Sovereign Serving: Harnessing Gemini Deep Think for complex problems and hosting local Gemma weights on private hardware.
- Enterprise Argon Refactoring: Ingesting 1M-token codebases with Gemini Argon to accelerate modernization and vulnerability elimination.
- Strict 1-Month Delivery: Production-verified engineering outcomes delivered with zero advance payment and full IP transfer.