EngineeringOct 16, 2026
AI-Assisted Legacy Modernization: COBOL to .NET
Lessons from an ongoing COBOL-to-.NET rebuild: where AI helps, why legacy integrations need API wrappers, and why domain knowledge still matters.
8 min readRead more
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The Engineering Lab
Technical insights from 23 years in the trenches - AI integration patterns, IoT architecture, and lessons from rescuing projects others gave up on.
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PracticeJul 22, 2026
The Forced Pause: How We Stay Sharp While Waiting for the AI to Finish
For decades AI waited on humans. In 2026 humans wait on AI. Here's the playbook our engineers use to turn those three- and four-minute gaps into the most productive part of the day - without burning out.
8 min readRead more
EngineeringJul 9, 2026
Forward Deployed Engineers: Why the Best Software Still Gets Built in the Room
AI has compressed the coding cycle, but the hardest part of enterprise software has never been the code. It's the context. Here's why we're doubling down on Forward Deployed Engineers as our default delivery model for serious projects.
7 min readRead more
StrategyJun 6, 2026
SaaS Is Dead, IP Is Rising: Why Vibe Coding Will Force Every Company to Hire Developers Again
In the vibe coding era the product is no longer a subscription - it's source code you license, remix and own. Here's what that shift means for buyers, builders and the engineering partners they'll need.
8 min readRead more
AI IntegrationFeb 16, 2026
MCP Servers: The Missing Layer Between Your Software and AI
Every enterprise product you've built over the last decade can become AI-powered - without a rewrite. MCP is the middleware layer that makes it happen, and here's how we're building it.
12 min readRead more
AI IntegrationFeb 16, 2026
Vibe Coding Done Right: Why AI-Assisted Development Still Needs Engineering Discipline
Everyone's excited about building software with AI. But after months in the trenches, here's what separates production-ready vibe coding from expensive experiments.
10 min readRead more
AI IntegrationFeb 12, 2026
Bridging Legacy APIs with Modern AI: A Practical Guide
How to build secure, scalable API layers that connect decades-old enterprise systems to GPT-class models - without rewriting your entire stack.
8 min readRead more
IoT & EdgeFeb 5, 2026
Edge Computing in 2026: Why On-Device Intelligence Changes Everything
From factory floors to smart cities - how edge AI is replacing cloud-first IoT architectures and what that means for your infrastructure roadmap.
6 min readRead more
EngineeringOct 16, 2026 8 min read
AI-Assisted Legacy Modernization: COBOL to .NET
Lessons from an ongoing COBOL-to-.NET rebuild: where AI helps, why legacy integrations need API wrappers, and why domain knowledge still matters.
PracticeJul 22, 2026 8 min read
The Forced Pause: How We Stay Sharp While Waiting for the AI to Finish
For decades AI waited on humans. In 2026 humans wait on AI. Here's the playbook our engineers use to turn those three- and four-minute gaps into the most productive part of the day - without burning out.
EngineeringJul 9, 2026 7 min read
Forward Deployed Engineers: Why the Best Software Still Gets Built in the Room
AI has compressed the coding cycle, but the hardest part of enterprise software has never been the code. It's the context. Here's why we're doubling down on Forward Deployed Engineers as our default delivery model for serious projects.
StrategyJun 6, 2026 8 min read
SaaS Is Dead, IP Is Rising: Why Vibe Coding Will Force Every Company to Hire Developers Again
In the vibe coding era the product is no longer a subscription - it's source code you license, remix and own. Here's what that shift means for buyers, builders and the engineering partners they'll need.
AI IntegrationFeb 16, 2026 12 min read
MCP Servers: The Missing Layer Between Your Software and AI
Every enterprise product you've built over the last decade can become AI-powered - without a rewrite. MCP is the middleware layer that makes it happen, and here's how we're building it.
AI IntegrationFeb 16, 2026 10 min read
Vibe Coding Done Right: Why AI-Assisted Development Still Needs Engineering Discipline
Everyone's excited about building software with AI. But after months in the trenches, here's what separates production-ready vibe coding from expensive experiments.
AI IntegrationFeb 12, 2026 8 min read
Bridging Legacy APIs with Modern AI: A Practical Guide
How to build secure, scalable API layers that connect decades-old enterprise systems to GPT-class models - without rewriting your entire stack.
IoT & EdgeFeb 5, 2026 6 min read
Edge Computing in 2026: Why On-Device Intelligence Changes Everything
From factory floors to smart cities - how edge AI is replacing cloud-first IoT architectures and what that means for your infrastructure roadmap.
EngineeringJan 28, 2026 10 min read
The Rescue Squad Playbook: Saving Failed Outsourcing Projects
Lessons from 20+ project takeovers - the patterns we see, the first 72 hours, and how we stabilize IP before it's too late.
AI IntegrationJan 20, 2026 7 min read
Building Conversational AI for Enterprise UCaaS Platforms
How we architect chatbot and messaging solutions that serve millions of users while maintaining security and compliance standards.
StrategyJan 14, 2026 5 min read
AI Gap Analysis: What Pre-Series-A Startups Get Wrong
Most startups build for today's tech landscape. We show you how to identify where AI will outpace your current architecture - before investors ask.
IoT & EdgeJan 7, 2026 9 min read
MQTT vs HTTP for IoT at Scale: Benchmarks from the Field
Real-world performance data from deploying 50,000+ edge devices - latency, bandwidth, reliability, and when to use which protocol.