AI in Production 2025
| title | author | length |
|---|---|---|
| From Noisy Alerts to Smart Fixes | Ryan Stevens | 30m |
Company alert noise turns into alert-to-PR codegen that parses dbt lineage, generates SQL fixes, runs dbt recompiles on Snowflake, and opens a GitHub PR for… | ||
| Beyond the Vector DB | Drishti Jain | 26m |
Describes a production RAG that stays current by reembedding only changed chunks using checksum change detection and weekly refresh pipelines, tracks embedding… | ||
| Empowering Your Product with Agentic AI | Don Shin | 29m |
Model Context Protocol (MCP) is a standard that lets LLMs discover and call real tools and data sources — demo shows Claude Desktop connected to Slack and… | ||
| The Hard Truth About AI Agents | Hannes Hapke | 28m |
Digits runs user-facing accounting agents by reimplementing the 100 lines of code core loop in Go, reusing internal RPCs (extracting comments to auto-generate… | ||
| Can AI Build Your Next API Integration | Shon Urbas | 26m |
Pandium demonstrates a pipeline that generates the integration-specific mapping while keeping infrastructure deterministic: prebuilt TypeScript API clients… | ||
| Incorporating AI into your SDLC | Brent Laster | 30m |
Practical roadmap for using AI across the SDLC: index code and docs into a vector DB + RAG to answer planning questions like “where do we use dependency Y”… | ||
| Building Safe, Creative AI Experiences for Kids | Vijay Chakilam | 24m |
Hello Cooper is a reading platform with Cooper AI that lets kids remix books; a 35‑child beta shows 23/35 kids complete remixes and a 66% completion rate, and… | ||
| Navigating the New AI Security Landscape | David Hawthorne | 30m |
Maps OWASP-style risks to concrete LLM failures and mitigations, showing RAG vector attacks, prompt injection that leaks system prompts and connection strings… | ||
| Opportunities for Startups Leveraging AI in 2025 | Uma Uppin | 27m |
Claims AI drives a historic democratization of entrepreneurship — not via funding but via lower capital and smaller teams — supported by numbers: 78% of… | ||
| Avoiding the Chatbot Trap Designing AI Interfaces That Unlock Real Business Value | Anne Griffin | 29m |
Argues that chatbots are often the wrong interface and lays out a four-step framework: precisely define the problem, identify the user and their current… | ||
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