Unico Connect
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Best Cloud Migration Service Providers in India in 2026
Compare the best cloud migration service providers in India for 2026, ranked on published migration evidence for moves to Google Cloud and AWS.
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Azure to Google Cloud Migration, a Practical Guide for 2026
How to migrate from Azure to Google Cloud (GCP) in India in 2026. Service mapping, SQL Server and Windows licensing, free Azure egress, Entra ID and regions.
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AWS to Google Cloud Migration in India, 2026 Guide
AWS to Google Cloud (GCP) migration in India, 2026. Service mapping, free AWS egress, RaMP funding, INR billing, Mumbai and Delhi regions and a sample plan.
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GCP Free Tier and Google Cloud Credits in India, 2026 Guide
The GCP free tier in India, the $300 Google Cloud free trial, what stays free in Mumbai, and Google for Startups Cloud Program credits of up to $350,000.
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Google Cloud Pricing and Billing in India, 2026 Guide
Google Cloud pricing in India for 2026. How INR billing, 18% GST, TDS, the India surcharge, UPI and RBI card limits work, and when to buy through a reseller.
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AI Agent Security and Prompt Injection, What Actually Works in 2026
The OWASP GenAI LLM Top 10 for 2026, published on 3 August 2026, opens its prompt injection guidance with an uncomfortable statement. Prompt injection is intrinsic to current generative AI, and no reliable prevention mechanism exists today. For teams buil
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Computer Use or Build the Integration, How to Choose for AI Agents in 2026
AI agents can now operate software the way people do, by reading the screen, moving the mouse, and typing. OpenAI supports it in its API, Anthropic ships a computer use toolset for its latest Claude models, and products such as Grok Bot run agents on a ho
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What to Include in an AI Agent Scope of Work, a Practical Checklist for 2026
A statement of work for an AI agent looks like any other software contract until the first acceptance meeting. Then the gaps show. The agent passes most test cases but not all of them, nobody agreed what share was good enough, the model bill arrives separ
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How to Measure AI Coding Agent Productivity Without Falling Into the Speed Trap
In early 2026 some technology companies started ranking engineers by how many AI tokens they consumed, a practice that became known as tokenmaxxing. In June 2026, the DORA research team at Google Cloud published a direct response, arguing that raw token c
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What Breaks When AI Agents Run in Production, and How Durable Execution Fixes It
Most AI agent demos run for a few minutes on a stable network with nobody else touching the system. In production, tasks run for hours or days, external APIs time out, servers restart, a person takes two days to approve a step, and the same tool call some
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Tech stack
Technologies named in job postings at Unico Connect over the last 12 months, by layer, with the share of postings for each.
Technologies in use
85
Postings analysed
4
Stack modernity
88/100AI adopter
Languages
Node JS
Python
JavaScript
TypeScript
Frameworks & libraries
FastAPI
Fastify
Nest.JS
OpenTelemetry
Databases
PostgreSQL
Redis
Chroma
Pinecone
Cloud & platforms
AWS
Amazon EC2
Amazon S3
RabbitMQ
AI & ML
Claude
LLM
Gemini
Llama
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Full Unico Connect tech stack
85 technologies · by team · pay by technology · changes · similar stacks
Growth
Hiring Momentum
28/100
Slowing
Open positions
4
0 opened / 0 closed in 30 days
Hiring Dynamics
0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
75% ▲
AI/ML
25% ▲
Actively hiring for Backend (+3 in 30 days)
Offices
Where the company hires and what each office is for
Cities
2
Hiring now
1
Countries
2
Busiest office
Mumbai
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Headquarters
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Chicago
United States
HQ
Google Cloud Partner (India)
2045 W Grand Ave Ste B, Chicago, Illinois 60612-1577 US
Mumbai
India
Remote hub
4 open roles 4 posted in 90 days 100% engineering 100% remote 50-200 est. staff
hires for Backend, AI/ML
511 A Wing, Kohinoor City Commercial Complex 1, Kirol Road, Off LBS Marg, Kurla West, Mumbai, Maharashtra, 400070, IN
Jobs
≈ $15k – $39k per year (Estimated) • Remote (likely India) • Full-Time • 3+ years exp • Mumbai
JavaScript
TypeScript
Node JS
Nest.JS
Fastify
BullMQ
Databases
PostgreSQL
Redis
RabbitMQ
AI/ML
AI Agents
LLM
Structured Outputs
Frontend
GraphQL
DevOps
Rest API
OpenTelemetry
WebSockets
AWS
Docker
Amazon EC2
Amazon S3
IAM
Apply
≈ $12k – $31k per year (Estimated) • Remote (likely India) • Full-Time • 2+ years exp • Mumbai
Python
FastAPI
Databases
PostgreSQL
Weaviate
Chroma
pgvector
Pinecone
Qdrant
AI/ML
LangGraph
AutoGen
LangChain
Claude
Qwen
LlamaIndex
LoRA
Model Context Protocol
vLLM
Embeddings
Prompt Engineering
Function Calling
AI Agents
DeepEval
Langfuse
LangSmith
Ollama
PEFT
Promptfoo
QLoRA
Ragas
Llama
Mistral
AWS Bedrock
Transformers
CrewAI
Gemini
LLM
RAG
Hallucination
Reranking
Hybrid Search
OpenAI
Anthropic
Amazon SageMaker
Structured Outputs
LLM Evaluation
LLM Guardrails
Prompt Caching
Agentic Workflows
Tool Use
DevOps
OpenTelemetry
AWS
Amazon EC2
Amazon S3
IAM
Apply
≈ $21k – $60k per year (Estimated) • Remote (likely India) • Full-Time • 3+ years exp • Mumbai
Python
JavaScript
Node JS
Flask
FastAPI
Django
Node JS
Nest.JS
Fastify
Databases
PostgreSQL
AI/ML
Cursor
Claude
AI Agents
LLM
OpenAI
Anthropic
Frontend
Next.js
React.js
Mobile
React Native
DevOps
Rest API
GCP
Azure
AWS
Docker
Apply
≈ $21k – $60k per year (Estimated) • Remote (likely India) • Full-Time • 5+ years exp • Mumbai
Python
JavaScript
TypeScript
Node JS
Flask
FastAPI
Django
Celery
Node JS
Nest.JS
Fastify
BullMQ
Databases
PostgreSQL
Redis
NATS
RabbitMQ
Apache Kafka
AI/ML
Copilot
Cursor
Claude
Frontend
GraphQL
DevOps
Rest API
gRPC
OpenTelemetry
Prometheus
AWS
Kubernetes
Grafana
Amazon EKS
AWS Lambda
Amazon EC2
Amazon S3
IAM
Amazon ECS
Apply