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Orvi Das profile picture

Orvi Das

I ship software with AI every day and write about what that actually looks like the testing, the judgment calls, the parts that don't make it into the highlight reels.

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Orvi

Work

CTO at Agency Handy

How AI Agents Changed My Development Workflow: From 13 Years of Coding to Orchestration

How AI Agents Changed My Development Workflow: From 13 Years of Coding to Orchestration

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6 min read

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What Developer Experience Actually Means

What Developer Experience Actually Means

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8 min read
What Cities Become When Remote Work Is the Default

What Cities Become When Remote Work Is the Default

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9 min read
Tool Use in LLMs: What It Actually Means for Production Systems

Tool Use in LLMs: What It Actually Means for Production Systems

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7 min read
New Job Titles AI Is Creating, Not Just Destroying

New Job Titles AI Is Creating, Not Just Destroying

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7 min read
Splinternet: What Internet Fragmentation Means for Devs

Splinternet: What Internet Fragmentation Means for Devs

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7 min read
Human-in-the-Loop vs Autonomous AI Agents: A Cost Comparison

Human-in-the-Loop vs Autonomous AI Agents: A Cost Comparison

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6 min read
RAG Is Not Enough: What Retrieval Still Gets Wrong in 2026

RAG Is Not Enough: What Retrieval Still Gets Wrong in 2026

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7 min read
Multi-Agent Coordination: The Patterns That Hold Under Load

Multi-Agent Coordination: The Patterns That Hold Under Load

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7 min read
How Semantic Routing Cut My LLM Costs by 70% Without Touching Model Quality

How Semantic Routing Cut My LLM Costs by 70% Without Touching Model Quality

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7 min read
Hallucination in Production Agents: The Real Risk Profile Nobody Discusses Honestly

Hallucination in Production Agents: The Real Risk Profile Nobody Discusses Honestly

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7 min read
AI-Assisted vs AI-Autonomous: Where the Line Actually Is and Why It Matters

AI-Assisted vs AI-Autonomous: Where the Line Actually Is and Why It Matters

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7 min read
What Learning Without AI Taught the Last Pre-AI Generation

What Learning Without AI Taught the Last Pre-AI Generation

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6 min read
Why Do Multi-Agent AI Systems Fail at Production Scale?

Why Do Multi-Agent AI Systems Fail at Production Scale?

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8 min read
A Year of AI Pair Programming: What Actually Changed

A Year of AI Pair Programming: What Actually Changed

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8 min read
From Code to Governance: The Complete Guide to LLM Token Optimization

From Code to Governance: The Complete Guide to LLM Token Optimization

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8 min read
Hermes Agent ran overnight and I woke up to a $47 bill — so I built a kill-switch

Hermes Agent Challenge Submission: Build With Hermes Agent

Hermes Agent ran overnight and I woke up to a $47 bill — so I built a kill-switch

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5 min read
I Use AI to Build. I Don't Let It Think for Me.

I Use AI to Build. I Don't Let It Think for Me.

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5 min read
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