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Jul 15, 2026Contract-Testing My Own Zerodha Clone: What Specmatic Found in Code I Thought Was Done
Introduction I have a MERN-stack Zerodha clone in my portfolio — a real-time trading...
Jul 15, 202611 min read0 reactions0 comments
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Jun 16, 2026
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Jun 24, 2026Spec-First Engineering with Specmatic: Contract-Testing a Multi-Agent AI Assistant
When I started this challenge, I thought of an API specification as documentation — something you...
Jun 24, 20268 min read1 reactions0 comments
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Jul 13, 2026Executable Contracts as Guardrails for AI-Generated Code
How I integrated Specmatic executable contracts into an NL-to-SQL engine as a guardrail against AI-agent drift -- across 12 rounds of reviewer feedback on examples, resiliency testing, LLM virtualization, coverage, actuator wiring, and CI legibility.
Jul 13, 202611 min read3 reactions1 comments
Contract Testing a Route Optimizer: How Specmatic Replaced Three Live APIs with Reliable Stubs
Contract Testing a Route Optimizer: How Specmatic Replaced Three Live APIs with Reliable...
Jun 16, 20265 min read0 reactions0 comments
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Jun 15, 2026Building with Guardrails: How Specmatic Eliminates AI Uncertainty and Integration Mismatches
Building with Guardrails: How Specmatic Eliminates AI Uncertainty and Integration...
Jun 15, 20265 min read0 reactions0 comments
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Jun 12, 2026Contract Testing a Spring Boot Banking API with Specmatic: A Complete Implementation Guide
Introduction I'm Kuruba Ramesh, a Full Stack Developer specializing in the MERN stack and...
Jun 12, 20269 min read0 reactions0 comments
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May 2, 2026Why Specmatic 1.0 contract testing gRPC beats manual proto linting with buf 1.35
After auditing 127 gRPC microservice deployments across 19 enterprise teams in Q3 2024, we found that...
May 2, 202612 min read0 reactions0 comments