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Ascent Innovate Software

Building SaaS and AI products that hold up in production

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Ascent Innovate Software builds production-ready SaaS and AI products for founders and growing teams. We share practical insights on product engineering, AI workflows, cloud operations, reliability, scaling, and software decisions.

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Postgres Hybrid Search with pgvector, Full-Text Search, and RRF
shruti_saraswat_c258d5934 profile

Postgres Hybrid Search with pgvector, Full-Text Search, and RRF

#vectordatabase #postgres #ai #softwaredevelopment
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10 min read
Node.js Multi-Source Web Scraping Pipeline: Normalize Data, Track Runs, Detect Broken Sources
shruti_saraswat_c258d5934 profile

Node.js Multi-Source Web Scraping Pipeline: Normalize Data, Track Runs, Detect Broken Sources

#webscraping #node #dataengineering #softwaredevelopment
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9 min read
Next.js 16.3.3 / 15.5.24 Security Patch: CVE-2026-75604 and AVIF RCE Checks
shruti_saraswat_c258d5934 profile

Next.js 16.3.3 / 15.5.24 Security Patch: CVE-2026-75604 and AVIF RCE Checks

#nextjs #security #softwaredevelopment #devops
1
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6 min read
Node.js AI Summaries with Verifiable Transcript Citations
shruti_saraswat_c258d5934 profile

Node.js AI Summaries with Verifiable Transcript Citations

#ai #node #softwaredevelopment #testing
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9 min read
How to Use Kiro Specs for a Production Feature: Requirements, Design, Tasks, and Tests
shruti_saraswat_c258d5934 profile

How to Use Kiro Specs for a Production Feature: Requirements, Design, Tasks, and Tests

#kiro #ai #softwaredevelopment #testing
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8 min read
How to Enforce User-Scoped Access in AI Agent Tools with Node.js
shruti_saraswat_c258d5934 profile

How to Enforce User-Scoped Access in AI Agent Tools with Node.js

#aws #security #ai #softwaredevelopment
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9 min read
How to Design Credit-Safe Background Jobs in SaaS
shruti_saraswat_c258d5934 profile

How to Design Credit-Safe Background Jobs in SaaS

#saas #startup #webdev #backend
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7 min read
How to Automate a Legacy Web App When There Is No API
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How to Automate a Legacy Web App When There Is No API

#ai #automation #softwaredevelopment #webdev
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8 min read
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