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Insights & Announcements

Tutorials, product updates, and engineering perspectives from the Green Olive Tech team.

March 2, 2026·13 min read·Green Olive Tech

The End of AI Guesswork: How CodePrizm Delivers Validated Codebase Intelligence

When AI analysis tools hallucinate file paths and fabricate vulnerabilities, the consequences are not academic. CodePrizm was built to solve this with a validation-first architecture.

code-analysisAIsecuritydata-platformsvalidationenterprise

March 2, 2026·12 min read·Mohammed M. Ahmed

How We Achieved 10x LLM Throughput by Migrating from Ollama to vLLM

We migrated a production text processing pipeline from Ollama to vLLM and saw throughput jump from ~67 ops/min to over 675 — a verified 10x improvement through continuous batching, batch prompting, and right-sized model selection.

vllmollamainferencellmperformancegpuproduction