AI Engineering · 10 min read
Evaluating AI Agents Before They Reach Production
Gartner expects over 40% of agentic AI projects to be cancelled by 2027 over cost, value and risk. A disciplined evaluation process addresses all three before launch.
Deep technical research and system analysis for the architects of tomorrow.

MCP has become the common way to connect AI applications to tools and data, and is now governed under the Linux Foundation. Here is how to run it safely in a real business.
AI Engineering · 10 min read
Gartner expects over 40% of agentic AI projects to be cancelled by 2027 over cost, value and risk. A disciplined evaluation process addresses all three before launch.
Security · 12 min read
A practical guide to moving systems toward ML-KEM and ML-DSA ahead of NIST's proposed 2030 deprecation and 2035 disallowance of RSA and ECC.
Compliance Engineering · 10 min read
The technical building blocks Indian products need before the DPDP Rules' core obligations apply in 2027.
System Architecture · 11 min read
Retrieval-augmented generation in a multi-tenant product is a data-isolation problem first and an AI problem second.
DevOps · 9 min read
Gartner predicted that by 2026, 80% of large software engineering organisations would have platform teams. The ones that succeed treat the platform as a product.
Web Engineering · 9 min read
When AI summaries reduce clicks, the technical goal shifts to being a source that is easy to parse, verify and cite.
FinTech Engineering · 12 min read
At 23.66 billion transactions a month, UPI averages close to 9,000 transactions per second. The patterns that keep payment systems correct at that scale apply to every merchant.
Compliance Engineering · 10 min read
EU lawmakers have provisionally agreed to push back high-risk AI obligations to December 2027 and August 2028. Indian teams selling into Europe should use the time well.
Cloud & DevOps · 9 min read
Gartner expects spending on generative AI models to grow 80.8% in 2026. Teams that design for cost from day one avoid the bill that cancels the project.
System Architecture · 18 min read
Exploring the evolution of multi-tenant architectures towards decentralized node ecosystems that prioritize human sovereignty and operational efficiency.
Security Protocols · 14 min read
A deep dive into zero-trust methodologies specifically tailored for edge computing environments and biometric data synchronization in a privacy-first world.
Neural UX · 10 min read
How sensory design and haptic feedback can reduce cognitive load in complex administrative dashboards while maintaining a warm human touch.
Infrastructure · 12 min read
Strategies for maintaining data residency and operational uptime across hybrid environments while ensuring consistent user experiences across the globe.
AI Research · 16 min read
Moving beyond chat. How to build specialized context-aware models that automate operations while preserving the nuance of human decision-making.
Distributed Systems · 22 min read
Examining eventual consistency vs. acid compliance in the next generation of real-time multi-branch applications designed for the modern user.
Become part of our global research community. Weekly technical deep-dives transmitted to your professional inbox.