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The Unmeshed Team

Unmeshed helps teams design, run, and evolve workflow orchestration across APIs, long-running processes, AI agents, and human-in-the-loop operations.

Joined Joined on  Personal website https://unmeshed.io
Your LLM Returned a 200 OK. So Why Is the Answer Wrong?
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Your LLM Returned a 200 OK. So Why Is the Answer Wrong?

#ai #llm #devops #observability
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9 min read
Is Your Company in a Situationship with AI?
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Is Your Company in a Situationship with AI?

#discuss #ai #productivity #career
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4 min read
LLM Gateways: The Missing Layer in Your Production AI Stack
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LLM Gateways: The Missing Layer in Your Production AI Stack

#ai #llm #devops #softwareengineering
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9 min read
7 Insurance Workflows Every Team Should Automate in 2026 And What Each One Actually Saves
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7 Insurance Workflows Every Team Should Automate in 2026 And What Each One Actually Saves

#ai #automation #machinelearning #programming
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10 min read
LLM Cost Optimization: 9 Ways to Cut Token Usage in Production
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LLM Cost Optimization: 9 Ways to Cut Token Usage in Production

#ai #llm #programming #agents
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9 min read
What Is LLM Observability — and Why "No Errors" Doesn't Mean It's Working
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What Is LLM Observability — and Why "No Errors" Doesn't Mean It's Working

#ai #llm #webdev #machinelearning
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7 min read
Vibe Coding Works Until Yo Put It in Production
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Vibe Coding Works Until Yo Put It in Production

#ai #softwareengineering #llm #agents
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8 min read
AI Governance for Engineers: Knowing When Not to Ship a Feature
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AI Governance for Engineers: Knowing When Not to Ship a Feature

#discuss #ai #productivity #leadership
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3 min read
How We Cut Our LLM Bill by $3,600/Month Just by Auditing System Prompts
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How We Cut Our LLM Bill by $3,600/Month Just by Auditing System Prompts

#ai #backend #devops #architecture
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10 min read
Incident Response Management with Google Workspace & PagerDuty Integration
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Incident Response Management with Google Workspace & PagerDuty Integration

#devops #sre #automation #productivity
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5 min read
Stop Writing Custom Webhooks Every Time You Need a Google Doc or Sheet
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Stop Writing Custom Webhooks Every Time You Need a Google Doc or Sheet

#backend #architecture #webdev #productivity
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7 min read
How to Calculate Your LLM Pipeline's Token Efficiency Score
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How to Calculate Your LLM Pipeline's Token Efficiency Score

#ai #llm #productivity #webdev
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10 min read
How We Reduced Our LLM Token Bill by 80% Without Downgrading the Model
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How We Reduced Our LLM Token Bill by 80% Without Downgrading the Model

#ai #backend #architecture #webdev
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7 min read
Building a Smart Drip Email Funnel That Knows When to Stop
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Building a Smart Drip Email Funnel That Knows When to Stop

#webdev #automation #saas #javascript
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5 min read
Stop Redeploying Your Entire Backend Just to Fix a Single Validation Bug
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Stop Redeploying Your Entire Backend Just to Fix a Single Validation Bug

#softwareengineering #backend #devops #javascript
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2 min read
API Composition with Unmeshed: One Endpoint, Many Systems
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API Composition with Unmeshed: One Endpoint, Many Systems

#backend #api #architecture #webdev
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6 min read
From Netflix Conductor to Unmeshed: How Microservice Orchestration Evolved
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From Netflix Conductor to Unmeshed: How Microservice Orchestration Evolved

#backend #architecture #microservices #opensource
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2 min read
Code vs Config for API Orchestration: A Practical Breakdown
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Code vs Config for API Orchestration: A Practical Breakdown

#microservices #architecture #api #systemdesign
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2 min read
Who’s Actually in Control When Everything Breaks at Once?
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Who’s Actually in Control When Everything Breaks at Once?

#backend #microservices #architecture #devops
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3 min read
Stop Building "Black-Box" Microservices: How Workflow Orchestration Saves Developer Time
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Stop Building "Black-Box" Microservices: How Workflow Orchestration Saves Developer Time

#backend #architecture #productivity #devops
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4 min read
What a Truly API-Native Orchestration Platform Looks Like
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What a Truly API-Native Orchestration Platform Looks Like

#api #architecture #backend #webdev
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5 min read
Is an Orchestrator Really a Single Point of Failure?
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Is an Orchestrator Really a Single Point of Failure?

#architecture #microservices #backend #devops
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2 min read
Your Sequential API Calls Are More Fragile Than You Think
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Your Sequential API Calls Are More Fragile Than You Think

#api #microservices #backend #devops
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3 min read
Does Perf Matter?
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Does Perf Matter?

#performance #backend #api #automation
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3 min read
We Removed the Authentication Layer And Our APIs Got Simpler
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We Removed the Authentication Layer And Our APIs Got Simpler

#webdev #backend #api #security
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2 min read
Why Are You Still Relying on External Cron Jobs?
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Why Are You Still Relying on External Cron Jobs?

#backend #automation #javascript #devops
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3 min read
The One Trick That Killed Our Glue Code for Good
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The One Trick That Killed Our Glue Code for Good

#programming #api #software #backend
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2 min read
Is Sequential API Aggregation Quietly Killing Your Frontend Speed?
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Is Sequential API Aggregation Quietly Killing Your Frontend Speed?

#api #webdev #backend #microservices
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4 min read
5 Things Every Developer Should Know About the Unmeshed Python SDK
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5 Things Every Developer Should Know About the Unmeshed Python SDK

#python #backend #developers #devops
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3 min read
Migrating from Netflix Conductor to Unmeshed: A Practical Guide
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Migrating from Netflix Conductor to Unmeshed: A Practical Guide

#netflixconductor #microservices #workflow #orchestration
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2 min read
Why Is API Orchestration Still So Painful?
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Why Is API Orchestration Still So Painful?

#automation #devops #api #backend
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3 min read
Migrating from CA AutoSys Doesn't Have to Be Painful.
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Migrating from CA AutoSys Doesn't Have to Be Painful.

#automation #devops #backend #programming
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3 min read
Why Do Scheduled Jobs Always Fail at the Worst Time?
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Why Do Scheduled Jobs Always Fail at the Worst Time?

#workflow #automation #devops #backend
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2 min read
Please Stop Sending Secrets Like They're Normal JSON.
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Please Stop Sending Secrets Like They're Normal JSON.

#security #api #devops #backend
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2 min read
Why Do Batch Jobs Still Take All Night?
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Why Do Batch Jobs Still Take All Night?

#automation #ai #devops #backend
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2 min read
Why Are We Still Downloading Files from SharePoint by Hand?
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Why Are We Still Downloading Files from SharePoint by Hand?

#sharepoint #automation #ai #webdev
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2 min read
Cron Is Great... Until Your Business Gets Involved
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Cron Is Great... Until Your Business Gets Involved

#devops #backend #programming #automation
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3 min read
Why Wait Steps Behave Differently Inside While Loops
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Why Wait Steps Behave Differently Inside While Loops

#workflow #javascript #devops #backend
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3 min read
How to Build a Scalable Fraud Detection Workflow
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How to Build a Scalable Fraud Detection Workflow

#workflow #fintech #api #devops
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3 min read
How Unmeshed Helped Modernize Logistics Software at Scale
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How Unmeshed Helped Modernize Logistics Software at Scale

#logistics #devops #microservices #cloud
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2 min read
The Trade-Offs of AWS Step Functions (and Why Some Teams Move Beyond It)
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The Trade-Offs of AWS Step Functions (and Why Some Teams Move Beyond It)

#aws #devops #microservices #cloud
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2 min read
Large Files Don't Belong in Your Workflow State
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Large Files Don't Belong in Your Workflow State

#python #automation #backend #programming
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5 min read
Why Telecom Order Fulfillment Becomes a Workflow Problem
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Why Telecom Order Fulfillment Becomes a Workflow Problem

#webdev #ai #devops #automation
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6 min read
Automating Lead Qualification Without Glue Code
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Automating Lead Qualification Without Glue Code

#webdev #automation #supabase #devops
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5 min read
Stop Polling. Start Reacting to File Events.
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Stop Polling. Start Reacting to File Events.

#automation #devops #backend #architecture
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8 min read
Why Cron Jobs Break Down as Automation Grows
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Why Cron Jobs Break Down as Automation Grows

#webdev #devops #architecture #automation
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2 min read
Why Simple Backend Features Become Complex Over Time
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Why Simple Backend Features Become Complex Over Time

#backend #workfloworchestration #aiworkflow #ai
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7 min read
Automate Customer Feedback Handling with AI
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Automate Customer Feedback Handling with AI

#automation #api #ai #agentskills
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4 min read
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