Topics I write about
- Agentic engineering
- Context engineering
- Shift-left security
- MCP in production
- FS digital channels
- Hybrid cloud platforms
Where to read
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Medium — @shah.ravir
Long-form articles on agentic patterns, token budget discipline, and shift-left security in the PR loop. Primary channel for deep dives.
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LinkedIn — articles
Articles on agentic banking, MCP, multi-agent tooling, and a year of Gen AI practice — often published here first.
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DEV Community — shahravir
Cross-posts and developer-focused takes — same themes, tuned for builders shipping agentic workflows.
All articles
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Token Budget Discipline: A Developer's Playbook
A practical playbook for treating model quotas like engineering budgets: route requests, reserve premium capacity, and avoid cooldown stalls.
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IBM Project Bob Shifts Security Left with AI-Powered Code Scans
How AI-powered Gitleaks scanning moves security from a pipeline gate into the developer's PR loop — shift-left security for the agentic era.
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Patterns for Context Engineering in Agentic Applications
Architectural patterns for supplying and structuring context so production AI agents behave reliably at scale.
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Eight Patterns Every Agentic Engineer Should Know (And Why Most Teams Only Use Two)
A field guide to agentic patterns — why most enterprise teams default to only two, and what to adopt next.
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The Hallucination Is in Your Architecture, Not the Model
When generative AI fails in production, the root cause is often system design — not model choice.
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A year of coding with Gen AI: 1.4B+ tokens later
Lessons from a year of building with Cursor and Gen AI — what 1.4 billion+ tokens of real development work taught me about agentic workflows.
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Google's Antigravity vs Cursor: The Multi-Agent Coding Era Begins
Comparing Google's multi-agent Antigravity IDE with Cursor Agent Mode — transparency, coordination, and where multi-agent coding is heading.
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From Self-Service to Self-Solving: The Rise of Agentic Banking using Model Context Protocol (MCP)
How agentic banking moves beyond low-balance alerts to self-solving — using MCP to connect agents securely to Financial Services systems.
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Deliver resilient digital experiences using the circuit breaker pattern
Applying the circuit breaker resilience pattern to deliver fault-tolerant digital experiences under failure.
Stay in the loop
Follow on Medium or DEV, or connect on LinkedIn where I share new posts and talks.