Emerging Trends in Practical PWA Engineering in 2026
Co-authored guide on long-lived PWAs, service-worker lifecycles, persistent local state, offline operation, security and native integration.
Publications & technical writing
Technical articles, collaborative publications, series and research connected to AspectSoft’s engineering work.
External & collaborative writing
Articles published on other platforms or developed with other practitioners.
When AI Speaks for the Company
Enterprise AI, source authority, permissions, evidence and human review when generated output may carry a company’s authority.
From Information Management to AI-Powered Information Intelligence
Lead-authored collaborative publication on source-backed search, information governance, permissions, traceability and AI in operational workflows.
The Agentic Commerce Blueprint
Long-form reference architecture for AI-agent discovery, policies, checkout, delegated payment, generated claims, evidence and operator remediation.
Agentic Systems and the Future of Software
Lead-authored collaborative article on agentic systems, software architecture, automation, verification and the changing role of human judgement.
Engineering Excellence Through Peer-to-Peer Learning
Collaborative article on practical engineering learning, peer review and team-ready development skills.
Technical series & engineering articles
Architecture, SaaS, infrastructure and decision-support topics drawn from practical software work.
Agent-Ready Commerce
Ten-part architecture series covering commercial facts, policies, eligibility, checkout, delegated payments, evidence and auditability.
When Database Tables Disappear After a Power Outage
A recovery workflow for MariaDB/InnoDB failures, verified SQL dumps and reproducible recovery tooling.
When Unknown PHP Files Appear on Your Server
A practical investigation workflow for unexpected PHP files, compromise indicators and server-side verification.
Conflict Resolution via Pairwise Comparisons
Decision-support techniques for resolving conflicts between alternatives evaluated across multiple criteria.
Agent-Ready Commerce Is Becoming Architecture
How commerce architecture changes when AI agents need product facts, policies, checkout state, payment authority and governed actions.
Why SaaS Billing Breaks at Scale
Billing as a distributed-systems problem: ledger-backed state, idempotency, late events and reconciliation.
Neruba Ledger-Backed Billing Engine
A practical look at the Neruba billing architecture, usage events, ledger-backed invoicing, idempotency and recovery.
Architecting an Abstract Monetization Engine
SaaS billing architecture covering ledger-backed state, webhook reconciliation, idempotent processing and pricing logic.
Research & academic publications
Selected formal publications.
A Decision-Centered Reference Architecture for Trustworthy Agentic Commerce
Protocol-agnostic architecture for verifiable decisions, execution-time validation, authorisation and auditability in agentic commerce.
FELIS Programming Language for Rule Systems
Academic paper introducing FELIS, a production-rule language for knowledge representation based on the W3C Rule Interchange Format framework.
More technical writing
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