Engineering Journal

Insights & Field Notes

Deep dives into agentic architecture, deterministic safety, and the systems we ship to production.

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Featured May 25, 2026

Deploying Qwen-VL on AWS SageMaker for Arabic Legal OCR

A deep dive into how we engineered a 5-stage self-correcting agent pipeline to parse scan-distorted Arabic court orders with 99.8% field accuracy.

DveRise Core Team

DveRise Core Team

Lead Systems Architect

Architecture
9 min read

Beyond Chatbots: Engineering Multi-Agent Pipelines in Enterprise SaaS

Why simple wrappers fail in production and how to structure state-machine coordinate systems that execute transactional workflows safely.

DveRise Core Team

DveRise Core Team

Lead Systems Architect

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AI Trends
5 min read

Hierarchical Reasoning Model: An AI Architecture For Private Enterprise

A deep dive into the Hierarchical Reasoning Model (HRM) to understand its internals that help it outperform public APIs for secure corporate workloads.

Sophie Nguyen

Sophie Nguyen

AI Research Lead

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AI Trends
5 min read

Breaking AI Announcements

The latest from tech giants, research labs, and disruptor startups.

Sophie Nguyen

Sophie Nguyen

AI Research Lead

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AI Trends
5 min read

Industry Shifts

How different sectors are adopting and adapting to AI.

Sophie Nguyen

Sophie Nguyen

AI Research Lead

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AI in Industries
5 min read

Industry-specific AI breakthroughs

the latest tools, algorithms, and case studies.

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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AI Trends
5 min read

Global AI Policy Updates

Key decisions shaping AI’s ethical and legal future.

Sophie Nguyen

Sophie Nguyen

AI Research Lead

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AI Trends
5 min read

Emerging Startups

Who’s making waves in the AI ecosystem.

Sophie Nguyen

Sophie Nguyen

AI Research Lead

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AI in Industries
5 min read

Adoption roadmaps

how businesses are integrating AI into daily operations.

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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AI in Industries
5 min read

Impact analysis

Measuring productivity gains, cost savings, and innovation speed.

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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New AI Tools
5 min read

The Rise of AI Design Assistants

How AI is changing the workflows of designers in day to day life.

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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AI in Industries
5 min read

Challenges & ethics

Addressing bias, compliance, and workforce transitions.

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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New AI Tools
5 min read

The Next Wave

AI Tools You Haven’t Heard of Yet

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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New AI Tools
5 min read

3 Tools for AI content creation

From Blog Posts to Videos in Minutes which feel studio quality

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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AI Guides
5 min read

Guide to Understanding Artificial Intelligence

Key Types of AI: Narrow AI vs. General AI

Dirmrti Mary

Dirmrti Mary

Systems Engineer

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New AI Tools
5 min read

Code Without Coding: The Best AI Tools for Developers

Vibe Coding in new norm in tech work with these tools.

Alizabeth Charila

Alizabeth Charila

Systems Engineer

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AI Guides
5 min read

How to Choose the Right AI Tool for Your Business

Evaluate, compare, and select AI tools that actually deliver results for your business needs.

Dirmrti Mary

Dirmrti Mary

Systems Engineer

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AI Guides
5 min read

Step-by-Step Guide to Automating Tasks with AI

AI can free up hours of your time by taking care of repetitive, low-value tasks.

Dirmrti Mary

Dirmrti Mary

Systems Engineer

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AI Guides
5 min read

The Ethical Guide to Using AI Responsibly

Learn using AI in your organisation in a way that was never done before

Dirmrti Mary

Dirmrti Mary

Systems Engineer

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