# Mahmoud Mabrouk Mahmoud Mabrouk — Co-Founder Agenta & LLM Engineering Expert. Posts on the Agenta blog. Canonical HTML page: Role: Co-Founder Agenta & LLM Engineering Expert ## Posts - [8 Best Grok Bot Alternatives in 2026](https://agenta.ai/blog/best-grok-bot-alternatives) — Sep 7, 2026 - [7 Best Manus Alternatives in 2026](https://agenta.ai/blog/best-manus-alternatives) — Sep 1, 2026 - [Introducing Agenta 2.0](https://agenta.ai/blog/introducing-agenta-2-0) — Jul 22, 2026 - [CI/CD for LLM Prompts: How to Build a Prompt Deployment Pipeline](https://agenta.ai/blog/cicd-for-llm-prompts) — Feb 11, 2026 - [Git vs. Prompt Management Tools: Which Should You Use?](https://agenta.ai/blog/git-vs-prompt-management-tools) — Feb 11, 2026 - [Prompt Drift: What It Is and How to Detect It](https://agenta.ai/blog/prompt-drift) — Feb 11, 2026 - [Prompt Management for Non-Engineers: How Product Teams Can Own Their AI Prompts](https://agenta.ai/blog/prompt-management-for-non-engineers) — Feb 11, 2026 - [Prompt Versioning: The Complete Guide](https://agenta.ai/blog/prompt-versioning-guide) — Feb 11, 2026 - [Building the Data Flywheel: How to Use Production Data to Improve Your LLM Application](https://agenta.ai/blog/building-the-data-flywheel-how-to-use-production-data-to-improve-your-llm-application) — Dec 19, 2025 - [Top Open-Source Prompt Management Platforms 2026](https://agenta.ai/blog/top-open-source-prompt-management-platforms) — Dec 17, 2025 - [Launch Week #2 Day 5: Jinja2 Prompt Templates](https://agenta.ai/blog/launch-week-2-day-5-jinja2-prompt-templates) — Nov 14, 2025 - [Commercial Open Source Is Hard: Our Journey](https://agenta.ai/blog/commercial-open-source-is-hard-our-journey) — Nov 13, 2025 - [Launch Week #2 Day 4: Open Sourcing Evaluation](https://agenta.ai/blog/launch-week-2-day-4-open-sourcing-evaluation) — Nov 13, 2025 - [Launch Week #2 Day 3: Evaluation SDK](https://agenta.ai/blog/launch-week-2-day-3-evaluation-sdk) — Nov 12, 2025 - [Launch Week #2 Day 2: Online Evaluation](https://agenta.ai/blog/launch-week-2-day-2-online-evaluation) — Nov 11, 2025 - [Launch Week #2 Day 1: New Evaluation Dashboard ](https://agenta.ai/blog/launch-week-2-day-1) — Nov 10, 2025 - [LLM as a Judge: Guide to LLM Evaluation & Best Practices](https://agenta.ai/blog/llm-as-a-judge-guide-to-llm-evaluation-best-practices) — Sep 30, 2025 - [Top LLM Observability platforms 2025](https://agenta.ai/blog/top-llm-observability-platforms) — Sep 29, 2025 - [The guide to structured outputs and function calling with LLMs](https://agenta.ai/blog/the-guide-to-structured-outputs-and-function-calling-with-llms) — Sep 10, 2025 - [The AI Engineer's Guide to LLM Observability with OpenTelemetry](https://agenta.ai/blog/the-ai-engineer-s-guide-to-llm-observability-with-opentelemetry) — Aug 27, 2025 - [Building in Public: Why We're Publishing Our Roadmap](https://agenta.ai/blog/building-in-public-why-we-re-publishing-our-roadmap) — Aug 12, 2025 - [July 2025 Product Updates](https://agenta.ai/blog/july-2025-product-updates) — Aug 7, 2025 - [Humanloop Sunsetting - Migration and Alternative](https://agenta.ai/blog/humanloop-sunsetting-migration-and-alternative) — Jul 22, 2025 - [Top techniques to Manage Context Lengths in LLMs](https://agenta.ai/blog/top-6-techniques-to-manage-context-length-in-llms) — Jul 16, 2025 - [Top 10 Techniques to Improve RAG Applications](https://agenta.ai/blog/top-10-techniques-to-improve-rag-applications) — Jul 9, 2025 - [How to Evaluate RAG: Metrics, Evals, and Best Practices](https://agenta.ai/blog/how-to-evaluate-rag-metrics-evals-and-best-practices) — Jul 1, 2025 - [Launch Week Day 5: SOC2 Type 2 Compliance](https://agenta.ai/blog/soc2-type2) — Apr 18, 2025 - [Launch Week Day 4 – Structured Output in the Playground](https://agenta.ai/blog/structured-outputs-playground) — Apr 17, 2025 - [Launch Week Day 3: Prompt & Configuration Registry](https://agenta.ai/blog/introducing-prompt-registry) — Apr 16, 2025 - [Launch Week Day 2: Custom Workflows](https://agenta.ai/blog/introducing-custom-workflows) — Apr 15, 2025 - [Launch Week Day 1: AI Model Hub](https://agenta.ai/blog/introducing-ai-model-hub) — Apr 14, 2025 - [Agenta Launch Week #1: April 15-19](https://agenta.ai/blog/announcing-agenta-launch-week-1-april-15-19) — Apr 9, 2025 - [What We Learned Building a Prompt Management System](https://agenta.ai/blog/what-we-learned-building-a-prompt-management-system) — Mar 18, 2025 - [Introducing prompt Playground 2.0: A New Prompt Engineering IDE](https://agenta.ai/blog/prompt-playground) — Feb 6, 2025 - [The Definitive Guide to Prompt Management Systems](https://agenta.ai/blog/the-definitive-guide-to-prompt-management-systems) — Jan 22, 2025 - [Product Updates November 2024 - LLM Observability and Prompt management](https://agenta.ai/blog/product-update-november-2024) — Nov 26, 2024 - [Introducing Open-Source LLM Observability with Agenta](https://agenta.ai/blog/open-source-llm-observability) — Nov 13, 2024 - [Agenta Achieves SOC2 Type I Certification](https://agenta.ai/blog/agenta-achieves-soc2-type-i-certification) — Jan 15, 2024 ## Elsewhere - [linkedin](https://www.linkedin.com/in/mmabrouk2/) - [github](https://github.com/mmabrouk) - [x](https://x.com/mmabrouk_/) --- ## Machine-readable - [Sitemap](https://agenta.ai/sitemap-index.xml) - [llms.txt](https://agenta.ai/llms.txt) - [OpenAPI specification](https://agenta.ai/openapi.json) - [Documentation](https://docs.agenta.ai) Every page on https://agenta.ai serves this representation when requested with `Accept: text/markdown`.