Author

Rohit Anand

@dnanatihor

articles: 17
total claps: 4
top claps: 3
avg read: 6.7 min
active: 2026-05-11 → 2026-07-04

Wiki topics

AGT · AI Agents · 8 🔧 · Data Engineering · 7 🏛️ · Architecture · 5 OPS · LLMOps & Inference · 4 RAG · RAG & Retrieval · 4 LLM · Large Language Models · 3 FT · Fine-tuning & Adaptation · 2 SAF · Safety & Alignment · 2

Top tags

#data-governance ·10 #data-engineering ·6 #ai-architecture ·5 #ai-engineering ·4 #data-quality ·4 #agentic-ai ·3 #semantic-layer ·3 #llmops ·2 #ai-agent ·2 #ai-governance ·2

TCH

RO Rohit Anand · Signal & Structure

Governance-as-Code Is Failing — Because Nobody Treats It Like Code

Why data governance policies written in YAML but never tested, versioned, or CI/CD’d produce the same failures as untested application…

May 22, 2026 · 5 min read · 3 claps #governance-as-code #data-governance #data-engineering

Governance-as-Code Is Failing — Because Nobody Treats It Like Code

TCH

RO Rohit Anand · Signal & Structure

Data Contracts v2: From Schema Enforcement to Behavioral Guarantees

The first wave of data contracts validated structure. The next wave must validate meaning, freshness, distribution stability, and…

May 15, 2026 · 6 min read · 1 claps #data-engineering #data-contract #data-governance

Data Contracts v2: From Schema Enforcement to Behavioral Guarantees

ART TCH HUM AI

RO Rohit Anand · Signal & Structure

The Right to Be Forgotten Is Architecturally Impossible in Most AI Systems

A deep technical look at why GDPR’s deletion requirements collide with embedding models, vector stores, and fine-tuned weights — and what…

May 18, 2026 · 10 min read · 0 claps #gdpr #data-governance #ai-privacy

The Right to Be Forgotten Is Architecturally Impossible in Most AI Systems

AI ART TCH

RO Rohit Anand · Signal & Structure

The Agent Memory Problem: When Context Windows Are Not Enough

How agentic systems need persistent, scoped, auditable memory — and why vector stores, conversation logs, and prompt caching are all…

May 11, 2026 · 9 min read · 0 claps #agentic-ai #ai-architecture #llm

The Agent Memory Problem: When Context Windows Are Not Enough

TCH HUM AI

RO Rohit Anand · Signal & Structure

Your Data Lakehouse Has a Memory Problem — And Your AI Is Inheriting It

How historical biases, zombie tables, and undocumented schema evolution in lakehouses silently corrupt the AI systems built on top of them.

May 13, 2026 · 9 min read · 0 claps #data-lakehouse #data-quality #data-governance

Your Data Lakehouse Has a Memory Problem — And Your AI Is Inheriting It

AI ART

RO Rohit Anand · Signal & Structure

Multi-Agent Systems Are Just Microservices — With All the Same Failure Modes

Distributed coordination, cascading failures, version mismatches, retry storms, and observability gaps. Everything old is new again.

May 29, 2026 · 8 min read · 0 claps #software-engineering #ai-architecture #multi-agent-systems

Multi-Agent Systems Are Just Microservices — With All the Same Failure Modes

AI TCH

RO Rohit Anand · Signal & Structure

Open-Weight Models Are a Governance Nightmare Disguised as a Freedom Story

When anyone can fine-tune, deploy, and serve a model with no guardrails, compliance, or audit trail — who is responsible for the output?

Jun 29, 2026 · 7 min read · 0 claps #ai-governance #open-weight #data-governance

Open-Weight Models Are a Governance Nightmare Disguised as a Freedom Story

TCH AI

RO Rohit Anand · Signal & Structure

The RAG Tax: Why Your Retrieval Pipeline Costs More Than the Model

Everyone budgets for inference; nobody budgets for re-embedding, chunk sprawl, re-indexing, and vector-store ops. The model is the cheap…

Jul 02, 2026 · 7 min read · 0 claps #rags #ai-engineering #vector-database

The RAG Tax: Why Your Retrieval Pipeline Costs More Than the Model

TCH AI

RO Rohit Anand · Signal & Structure

The Metadata Tax: Why Every Data Team Is Secretly a Governance Team Now

The hidden cost of maintaining metadata, lineage, quality scores, and ownership registries — and why it’s becoming the majority of a data…

May 26, 2026 · 7 min read · 0 claps #data-engineering #data-governance #metadata

The Metadata Tax: Why Every Data Team Is Secretly a Governance Team Now

AI LIF

RO Rohit Anand · Signal & Structure

Context Is the New Compute

The real bottleneck isn’t the model — it’s what you stuff into the window. The case for context engineering as its own discipline, with the…

Jul 04, 2026 · 7 min read · 0 claps #context-engineering #llmops #ai-engineering

AI MDA MKT

RO Rohit Anand · Signal & Structure

The End of the Dashboard: Why AI Is Making Visualization Obsolete for Most Users

When you can ask a question and get a direct answer, who needs a chart? What that means for the BI industry.

Jul 01, 2026 · 7 min read · 0 claps #business-intelligence #data-governance #conversational-analytics

The End of the Dashboard: Why AI Is Making Visualization Obsolete for Most Users

RO Rohit Anand · Signal & Structure

Navigating AI-Ready Data Governance: How OvalEdge Turns Governed Data Into the Foundation for…

Most enterprise AI doesn’t fail at the model. It fails at the data underneath it. Here’s how OvalEdge is closing that gap — through agentic…

Jun 09, 2026 · 6 min read · 0 claps #data-governance #ovaledge #askedgi

Navigating AI-Ready Data Governance: How OvalEdge Turns Governed Data Into the Foundation for…

AI ECO

RO Rohit Anand · Signal & Structure

The Cost of Autonomy: Why Your Agent Bill Is 10x What You Budgeted

Token sprawl, recursive tool calls, retry loops, and the hidden economics of systems that plan, reflect, and self-correct.

Jun 05, 2026 · 6 min read · 0 claps #agentic-ai #llmops #finops

The Cost of Autonomy: Why Your Agent Bill Is 10x What You Budgeted

RO Rohit Anand · Signal & Structure

The Semantic Layer Is the Only Moat Left in AI

An agent on un-certified data produces confident wrong answers. Which is why governance stops being a cost center and becomes the…

Jun 23, 2026 · 5 min read · 0 claps #semantic-layer #data-governance #ai-strategy

The Semantic Layer Is the Only Moat Left in AI

AI ART ECO SOC

RO Rohit Anand · Signal & Structure

Tool Poisoning: The Supply Chain Attack Nobody’s Watching For

How a compromised MCP server or malicious tool manifest can hijack an agent’s workflow — the npm left-pad incident for the agent era.

Jun 02, 2026 · 5 min read · 0 claps #mcps #agent-security #supply-chain

Tool Poisoning: The Supply Chain Attack Nobody’s Watching For

AI ECO

RO Rohit Anand · Signal & Structure

Data Catalogs Were Built for Humans. Agents Need Something Else.

The catalog-as-tool reframe: machine-consumable governance instead of a UI for analysts.

Jun 19, 2026 · 5 min read · 0 claps #data-governance #data-catalog #ai-agent

Data Catalogs Were Built for Humans. Agents Need Something Else.

AI ART TCH

RO Rohit Anand · Signal & Structure

AI Is Eating the Middleware: Why Integration Platforms Should Be Terrified

Agents that can call APIs, parse responses, and chain workflows are quietly dissolving the iPaaS layer that Zapier, MuleSoft, and Workato…

Jun 14, 2026 · 5 min read · 0 claps #agentic-ai #mcps #ipaas