# Samir Amzani, Senior Member of Technical Staff — Apideck

> Samir Amzani is a Senior Member of Technical Staff at Apideck, focused on advancing the unified API platform and developer experience. He brings over 18 years of experience building and scaling API platforms at companies like Postman, Adidas, and Back Market.

URL: https://www.apideck.com/author/samir-amzani

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Author

# Samir Amzani
Senior Member of Technical Staff, Apideck

Samir Amzani is a Senior Member of Technical Staff at Apideck, focused on advancing the unified API platform and developer experience. He brings over 18 years of experience building and scaling API platforms at companies like Postman, Adidas, and Back Market.

## Posts by Samir Amzani
- [

Your MCP Server Is Eating Your Context Window. There&#x27;s a Simpler Way

TL;DR: MCP tool definitions can burn 55,000+ tokens before an agent processes a single user message. We built the Apideck CLI as an AI-agent interface instead:an ~80-token agent prompt replaces tens of thousands of tokens of schema, with progressive disclosure via `--help` and structural safety baked into the binary. Any agent that can run shell commands can use it. No protocol support required.

Samir Amzani

Mar 16, 2026·17 min read

](/blog/mcp-server-eating-context-window-cli-alternative)
- [

Redefining our SDKs Developer Experience

We introduce our newly revamped SDKs, now powered by Speakeasy, which represent a major upgrade over our previous versions built with an open-source OpenAPI generator. These new SDKs overcome past limitations by offering significant improvements in usability, error handling, and performance. 

Samir Amzani

Jan 14, 2025·7 min read

](/blog/redefining-our-sdks-developer-experience)

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[](/blog/soc-2-type-2-compliant)

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#### Customer cases
- [Round Treasury customer case](/customer-cases/roundtreasury-accounting-unify-integration)
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- [Aikido customer case](/customer-cases/aikido-powering-developer-first-security-integrations-at-scale)
- [Derive customer case](/customer-cases/derive-erp-accounting-integration)
- [Kintsugi customer case](/customer-cases/kintsugi-tax-compliance-integration)
- [Roopairs customer case](/customer-cases/roopairs-quickbooks-online-integration)
- [Connex Commerce customer case](/customer-cases/connex-commerce-building-accounting-integrations)
- [Kikin customer case](/customer-cases/kikin)
- [WeThrive customer case](/customer-cases/wethrive-streamlining-hr-integrations)
- [Praiz customer case](/customer-cases/praiz-scaling-crm-integrations)
- [Setyl customer case](/customer-cases/setyl)
- [Kadonation customer case](/customer-cases/kadonation-hris-integration-employee-onboarding)
- [Invoice2go by BILL customer case](/customer-cases/invoice2go-bill-com-integrations)
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- [View all customer cases →](/customer-cases)

#### Reports & insights
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- [Embedded iPaaS vs. unified API](/blog/the-engineers-guide-to-choosing-between-embedded-ipaas-and-unified-apis)
- [Unified API pricing models](/blog/breaking-down-unified-api-pricing-why-api-call-pricing-stands-out)
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#### Resources
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#### Use Cases
- [Accounts Payable](/use-cases/accounts-payable-automation)
- [Accounts Receivable](/use-cases/accounts-receivable-automation)
- [Business Lending](/use-cases/business-lending-loan-underwriting)
- [Corporate Gifting](/use-cases/corporate-gifting)
- [Employee onboarding](/use-cases/accelerate-employee-onboarding-offboarding)
- [Expense Management](/use-cases/expense-management-integrations)
- [Bank Feeds](/use-cases/bank-feeds)
- [Payment Reconciliation](/use-cases/automated-payment-reconciliation)
- [FP&A](/use-cases/financial-planning-analysis)
- [Payroll Accounting](/use-cases/payroll-accounting)
- [Procurement](/use-cases/procurement-automation)
- [Tax Automation](/use-cases/tax-automation)
- [Carbon Accounting](/use-cases/carbon-accounting-erp-accounting-integrations)
- [Debt Collections](/use-cases/debt-recovery-collections-integrations)
- [AI Agents for Fintech](/ai-agents-fintech)

#### Alternatives
- [Merge Alternative](/alternatives/merge)
- [Kombo Alternative](/alternatives/kombo-dev)
- [Codat Alternative](/alternatives/codat)
- [Paragon Alternative](/alternatives/paragon)
- [Chift Alternative](/alternatives/chift)
- [Maesn Alternative](/alternatives/maesn)
- [Rutter Alternative](/alternatives/rutter)
- [StackOne Alternative](/alternatives/stackone)
- [Membrane Alternative](/alternatives/membrane)
- [Unified.to Alternative](/alternatives/unified-to)
- [Conductor Alternative](/alternatives/conductor)
- [Nango Alternative](/alternatives/nango)
- [Finch Alternative](/alternatives/finch)

#### Industries
- [B2B FinTech](/industries/fintech)
- [AgTech](/industries/agtech)
- [Banking](/industries/banking)
- [ConstructionTech](/industries/constructiontech)
- [HRTech](/industries/hrtech)
- [SalesTech](/industries/salestech)
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