First-party perspectives on building marketplace infrastructure in India, architecting cognitive AI memory layers, and applying strategic defence doctrines to startup venture incubation.
By COO & Co-Founder, Ziggers • Feb 2026 • 6 min read
Why informal WhatsApp hiring collapses at scale in Indian tier-1 cities, how milestone-based escrow resolves worker skepticism, and the operational playbook for building two-sided liquidity without cash burn.
By COO & Co-Founder, LoopMemory • Jan 2026 • 8 min read
The technical and cognitive design challenges of multi-session AI agents: why dumping chat histories into large prompt windows causes context rot, and how hierarchical memory graphs solve long-term agent reasoning.
By COO & Co-Founder, Unfounded • Dec 2025 • 7 min read
How academic frameworks in international security, intelligence doctrine, and deterrence strategy directly translate into early-stage startup execution, competitive defensibility, and rapid vibe coding.