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LLM features that shine in demos often break on real inputs. Learn a practical way to test them with schema validation, small evaluation sets, CI checks, prompt-injection cases and production monitoring.
10/15/2026 • By Muhammad Wilayat Shah
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10/15/2026
LLM bills spike when context, retries, and agent loops go unbounded. Learn a practical playbook: budgets, token metrics, smaller context, model routing, caching, and evals that protect quality.
By Muhammad Wilayat Shah
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10/15/2026
Keyword search misses what buyers actually mean. Learn how to add semantic property search to PostgreSQL with embeddings and pgvector, including hybrid filters, freshness, and pitfalls.
By Muhammad Wilayat Shah
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10/13/2026
Fake rental listings cost renters money and damage trust in property businesses. This step-by-step guide shows how to combine image matching, price checks, and language models into a practical AI fraud screening workflow.
By Muhammad Wilayat Shah
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3/4/2026
Codex and Cursor are two powerful AI coding tools transforming how developers build software. While Codex focuses on autonomous code generation and large-scale development tasks, Cursor integrates AI directly inside the IDE for real-time coding assistance. This guide compares their features, workflows, strengths, and ideal use cases to help developers choose the right AI programming assistant.
By Muhammad Wilayat Shah
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2/10/2026
As digital platforms continue to grow more complex, understanding how users search for information has become critical for businesses. Every search query reflects intent, interest, and potential action, yet much of this valuable data often goes underutilized. This is where intelligent search analytics solutions come into play, helping organizations decode search behavior and turn it […]
By Muhammad Wilayat Shah
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2/2/2026
Modern software development goes beyond faster application deployment and writing of neat code. Apps are getting more smart because of Artificial Intelligence and Machine Learning. This change has presented fresh operational issues beyond the capacity of traditional software approaches. Businesses have a choice between DevOps vs MLOps but understanding them is important. By allowing automation, cooperation, and ongoing […]
By Muhammad Wilayat Shah
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