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turboline-ai

We handle the real-time data pipeline so your AI agents get live signals instantly, without the infrastructure headache.

Location London, UK Joined Joined on  Personal website https://www.turboline.ai/
CDC: log-based vs query-based tradeoffs for database-to-warehouse sync
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CDC: log-based vs query-based tradeoffs for database-to-warehouse sync

#streaming #datapipeline #backend
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3 min read

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WebSocket silent data gap in market feed
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WebSocket silent data gap in market feed

#streaming #datapipeline #backend
Comments
3 min read
MySQL as a bottleneck in real-time WebSocket dashboards
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MySQL as a bottleneck in real-time WebSocket dashboards

#streaming #datapipeline #backend
Comments
3 min read
Kafka internals via rebuild: what using a tool vs. understanding it teaches you
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Kafka internals via rebuild: what using a tool vs. understanding it teaches you

#streaming #datapipeline #backend
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3 min read
data ingestion as the silent bottleneck in real-time crypto pipelines
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data ingestion as the silent bottleneck in real-time crypto pipelines

#streaming #datapipeline #backend
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3 min read
Engineering lessons from building a real-time on-chain alert system
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Engineering lessons from building a real-time on-chain alert system

#streaming #datapipeline #backend
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3 min read
WebSocket engineering: why the connection is the least of your problems
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WebSocket engineering: why the connection is the least of your problems

#streaming #datapipeline #backend
Comments
3 min read
CDC as invisible real-time infrastructure
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CDC as invisible real-time infrastructure

#streaming #datapipeline #backend
Comments
4 min read
Real-time streaming requirements for long-running agentic workflows
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Real-time streaming requirements for long-running agentic workflows

#streaming #datapipeline #backend
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3 min read
Polling vs event-driven architecture for frequent state changes
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Polling vs event-driven architecture for frequent state changes

#streaming #datapipeline #backend
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3 min read
Cross-chain swap monitoring and real-time alerting
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Cross-chain swap monitoring and real-time alerting

#streaming #datapipeline #backend
Comments
4 min read
When event-driven architecture is actually overkill
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When event-driven architecture is actually overkill

#streaming #datapipeline #backend
Comments
3 min read
WebSocket trading bot architecture and the hidden costs of 24/7 market monitoring
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WebSocket trading bot architecture and the hidden costs of 24/7 market monitoring

#streaming #datapipeline #backend
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3 min read
Stream processing benchmarking across sensor-edge-cloud continuum
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Stream processing benchmarking across sensor-edge-cloud continuum

#streaming #datapipeline #backend
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3 min read
Spark/PySpark batch vs. streaming: the wall engineers hit first
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Spark/PySpark batch vs. streaming: the wall engineers hit first

#streaming #datapipeline #backend
Comments
3 min read
SSE vs WebSockets vs Polling for real-time data streams
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SSE vs WebSockets vs Polling for real-time data streams

#streaming #datapipeline #backend
Comments
4 min read
WebSocket engineering: the hard parts after connection
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WebSocket engineering: the hard parts after connection

#streaming #datapipeline #backend
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3 min read
Hidden complexity of building WebSocket servers from scratch
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Hidden complexity of building WebSocket servers from scratch

#streaming #datapipeline #backend
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3 min read
Latency challenges in digital sports streaming for real-time fans
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Latency challenges in digital sports streaming for real-time fans

#streaming #datapipeline #backend
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3 min read
Tokenized stocks as DeFi collateral blurring TradFi and on-chain markets
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Tokenized stocks as DeFi collateral blurring TradFi and on-chain markets

#streaming #datapipeline #backend
Comments
3 min read
Natural language to data pipeline: the abstraction gap getting smaller
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Natural language to data pipeline: the abstraction gap getting smaller

#streaming #datapipeline #backend
Comments
3 min read
What actually breaks in 24/7 WebSocket bots (and how to handle it)
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What actually breaks in 24/7 WebSocket bots (and how to handle it)

#streaming #datapipeline #backend
Comments
3 min read
MEV and the real-time data problem in on-chain trading
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MEV and the real-time data problem in on-chain trading

#streaming #datapipeline #backend
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3 min read
The hidden data infrastructure problem behind blockchain apps
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The hidden data infrastructure problem behind blockchain apps

#streaming #datapipeline #backend
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3 min read
WebSocket security vulnerabilities in real-time streaming
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WebSocket security vulnerabilities in real-time streaming

#streaming #datapipeline #backend
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3 min read
DeFi oracle data reliability problem
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DeFi oracle data reliability problem

#streaming #datapipeline #backend
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3 min read
React Is Not a Message Queue (Stop Using It Like One)
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React Is Not a Message Queue (Stop Using It Like One)

#streaming #datapipeline #backend
Comments
3 min read
Why Your Native App Should Own the WebSocket, Not Your Backend
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Why Your Native App Should Own the WebSocket, Not Your Backend

#streaming #datapipeline #backend
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4 min read
The Boring Part of Trading Bots Is Where All the Money Is
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The Boring Part of Trading Bots Is Where All the Money Is

#streaming #datapipeline #backend
Comments
4 min read
Your Crypto Bot Isn't Slow but it's Lying to You
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Your Crypto Bot Isn't Slow but it's Lying to You

#streaming #datapipeline #backend
Comments
4 min read
The Invisible State Your Streaming Pipeline Never Exposes
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The Invisible State Your Streaming Pipeline Never Exposes

#streaming #datapipeline #backend
Comments
4 min read
The Minimum-Score Problem: Why Bridge Security Audits Miss the Point
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The Minimum-Score Problem: Why Bridge Security Audits Miss the Point

#streaming #datapipeline #backend
Comments
4 min read
Your Streaming Pipeline Shouldn't Need a Redeploy to Think Differently
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Your Streaming Pipeline Shouldn't Need a Redeploy to Think Differently

#streaming #datapipeline #backend
Comments
3 min read
The Part of Your Trading Bot Tutorial That Lied to You
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The Part of Your Trading Bot Tutorial That Lied to You

#streaming #datapipeline #backend
Comments
4 min read
Your Traffic AI Is Only as Good as the Sensor Data Feeding It
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Your Traffic AI Is Only as Good as the Sensor Data Feeding It

#streaming #datapipeline #backend
Comments
4 min read
Your AI Agent Completed the Action. It Also Has No Idea It Did That.
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Your AI Agent Completed the Action. It Also Has No Idea It Did That.

#streaming #datapipeline #backend
Comments
4 min read
Stop Writing Glue Code: Let Open edX Events Drive Your Operations Layer
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Stop Writing Glue Code: Let Open edX Events Drive Your Operations Layer

#streaming #datapipeline #backend
Comments
4 min read
Why Your Flink Deployment Is Already in Trouble (Before It Hits Production)
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Why Your Flink Deployment Is Already in Trouble (Before It Hits Production)

#streaming #datapipeline #backend
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4 min read
The Hidden Complexity of Keeping a WebSocket Alive in Production
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The Hidden Complexity of Keeping a WebSocket Alive in Production

#streaming #datapipeline #backend
Comments
4 min read
Why Your WebSocket Connections Keep Breaking at the Gateway Layer
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Why Your WebSocket Connections Keep Breaking at the Gateway Layer

#streaming #datapipeline #backend
Comments
4 min read
The Quiet Infrastructure Win: Why Event Streaming Became Non-Negotiable
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The Quiet Infrastructure Win: Why Event Streaming Became Non-Negotiable

#streaming #datapipeline #backend
Comments
4 min read
The Gap Between a Kafka-Flink Pipeline That Works and One That Survives Production
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The Gap Between a Kafka-Flink Pipeline That Works and One That Survives Production

#streaming #datapipeline #backend
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4 min read
Two Completely Different Failures, One Monitoring Blind Spot
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Two Completely Different Failures, One Monitoring Blind Spot

#streaming #datapipeline #backend
Comments
4 min read
The Gap Between "It Works on Paper" and "It Works on Monday Morning"
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The Gap Between "It Works on Paper" and "It Works on Monday Morning"

#streaming #datapipeline #backend
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4 min read
The Coordination Layer Fallacy: Why Your Multiplayer Architecture Is Probably Overbuilt
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The Coordination Layer Fallacy: Why Your Multiplayer Architecture Is Probably Overbuilt

#streaming #datapipeline #backend
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4 min read
Why Data Engineering Is the Oldest Profession in Infrastructure
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Why Data Engineering Is the Oldest Profession in Infrastructure

#streaming #datapipeline #backend
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4 min read
Stop Treating Your Database Like a Message Queue (And Vice Versa)
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Stop Treating Your Database Like a Message Queue (And Vice Versa)

#streaming #datapipeline #backend
Comments
4 min read
The Transport Layer Is Quietly Ruining Your Ethereum App
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The Transport Layer Is Quietly Ruining Your Ethereum App

#streaming #datapipeline #backend
Comments
3 min read
Stop Polling. Your Infrastructure Is Already Telling You What's Wrong.
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Stop Polling. Your Infrastructure Is Already Telling You What's Wrong.

#streaming #datapipeline #backend
Comments
4 min read
Your Pipelines Are Running. They're Just Not Doing Anything.
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Your Pipelines Are Running. They're Just Not Doing Anything.

#streaming #datapipeline #backend
Comments
3 min read
The Part of DeFi Smart Contract Development Nobody Talks About Until It Costs Them Money
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The Part of DeFi Smart Contract Development Nobody Talks About Until It Costs Them Money

#streaming #datapipeline #backend
Comments
4 min read
Stop Treating Your Data Sources as Special Cases
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Stop Treating Your Data Sources as Special Cases

#streaming #datapipeline #backend
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3 min read
The Latency Problem in Live Streaming Is Not a Video Problem
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The Latency Problem in Live Streaming Is Not a Video Problem

#streaming #datapipeline #backend
Comments
4 min read
Your Messaging Architecture Is Probably Being Driven by Habit, Not Requirements
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Your Messaging Architecture Is Probably Being Driven by Habit, Not Requirements

#streaming #datapipeline #backend
Comments
4 min read
Your Streaming Pipeline Is Lying to You
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Your Streaming Pipeline Is Lying to You

#streaming #datapipeline #backend
Comments
4 min read
Your Kafka Debugging Tools Are Carrying Weight You Never Asked For
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Your Kafka Debugging Tools Are Carrying Weight You Never Asked For

#streaming #datapipeline #backend
Comments
4 min read
The Audit Trail You Already Have Is the Bug Fix You've Been Missing
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The Audit Trail You Already Have Is the Bug Fix You've Been Missing

#streaming #datapipeline #backend
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3 min read
Why PHP WebSocket Packages Should Ship Primitives First
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Why PHP WebSocket Packages Should Ship Primitives First

#streaming #datapipeline #backend
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3 min read
Stop Rebuilding Context on Every Agent Turn
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Stop Rebuilding Context on Every Agent Turn

#streaming #datapipeline #backend
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3 min read
The Operational Complexity Tax Nobody Warns You About
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The Operational Complexity Tax Nobody Warns You About

#streaming #datapipeline #backend
Comments
4 min read
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