Spec-driven development asks teams to write the plan before any code gets written, so AI coding tools build the right thing. See how it works.
Category: Blogs
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7 Cloud Cost Optimization Strategies to Reduce Cloud Bills
Cloud bills grow fast without a strategy. Explore 7 proven cloud cost optimization practices covering audits, right-sizing, pricing models, and anomaly monitoring.
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AWS API Gateway – Request Response Mapping
Learn how to use AWS API Gateway body mapping with VTL to transform request inputs and format backend responses without additional Lambda functions or endpoints.
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3 MCP Use Cases That Deliver ROI in 30 Days
Need a fast MCP win? Explore three production-ready use cases that reduce engineering overhead, eliminate context switching, and deliver ROI in weeks.
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Hybrid Cloud : The Next Go-To IT Infrastructure Model
Hybrid cloud blends public, private, and on-premises infrastructure into one model. Discover 5 reasons why it is the next go-to IT infrastructure for businesses.
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Why Reactive Autoscaling Failed a School District SaaS Platform – And What Fixed It
Reactive autoscaling can’t absorb a simultaneous school district login. See how KnackForge solved it with scheduled infrastructure and 10x scale on budget.
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Processing 800 Million Records Per Quarter: The Data Platform Architecture That Made Geospatial Search Instant
Slow geospatial searches were delaying direct mail campaigns. See how KnackForge built a Glue, Redshift, and Apache SOLR Cloud platform that made polygon search across 800M records near-instant.
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Migrating Microsoft 365 Across Five Countries After an Acquisition: How Zero Data Loss Was Achieved at Global Scale
595 mailboxes, 3.6TB OneDrive, 405 SharePoint sites, five countries, one contractual deadline. See how KnackForge delivered zero data loss using Quest On-Demand Migration.
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A Legacy Java Player That Crashed, Skipped Ads, and Locked Out Customers: The Rebuild That Doubled the User Base
Crashes, skipped ads, and a support bottleneck. See how KnackForge rebuilt a legacy Java streaming player in Electron JS and doubled the customer base in a year.

