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Exposing an Agentic Pipeline as an MCP Server

Fresh AI, programming and Big Tech news. Scrollable decks, neon accents — maximum focus with minimal scrolling.

• Warsaw Edition
AI — Latest Models & Research
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Exposing an Agentic Pipeline as an MCP Server
The short version: Blueprint's KYB verification engine has a 4-layer cascade that finds careers pages...
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AI
How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything
A step-by-step guide to migrating your LLM pipeline to a new model like Gemma 4 without breaking output parsing, prompts, or production stability.
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AI
MCP Dev Summit 2026: What Actually Changed for Python Developers
The MCP Dev Summit NYC wrapped April 3. Here's the signal — what shipped, what changed in the auth landscape, and what it means for your Python MCP code right now.
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AI
Advanced Python Recursion: Stack Frames, State Delegation & Production Limits (2026)
DAY 20: The Infinite Fall — Recursion, Delegation & Memory Exploits 19 min...
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AI
Building an AI Trading Agent That Actually Works (Lessons from 2,296 Trades)
Building an AI Trading Agent That Actually Works (Lessons from 2,296 Trades) I didn't...
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AI
How We Simulate 2,000+ Infrastructure Failures Without Touching Production
FaultRay scores your infrastructure resilience before terraform apply — catching cascade risks, SPOFs, and availability ceiling violations in seconds.
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How to Detect Subscription Creep by Parsing Your Bank Statements with Python
Build a Python script to automatically detect recurring subscription charges from bank statement CSVs and audit your monthly spending.
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AI
FastAPI Security 100 LVL: Production-Grade DDoS Protection
Your FastAPI is going down under load — and you're reading the slowapi docs thinking that'll be...
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AI
The MCP Transparency Problem: When Your Agent Can't Show Its Work
MCP agents act on your behalf but can't prove what they did. Logs are self-reported claims. Receipts are independently verifiable evidence. Here's how to close the transparency gap with cryptographic proof -- in under 10 lines of code.
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AI
From Inbox to Character: Building a Private, Local AI Email Agent
There are 18k+ emails in my personal inbox, and it's only one of the accounts I have. I wanted to...
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AI
I built a faster alternative to cp and rsync — here's how it works
I'm a systems engineer. I spend a lot of time copying files — backups to USB drives, transfers to NAS...
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AI
Your LLM Passes Type Checks but Fails the "Vibe Check": How I Fixed AI Reliability
Your LLM Passes Type Checks but Fails the "Vibe Check": How I Fixed AI Reliability You...
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Elvin Babanlı
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