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AI Tech Connect

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Prompt Caching: Cut LLM Bills 90% Across Claude, GPT, Gemini
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Prompt Caching: Cut LLM Bills 90% Across Claude, GPT, Gemini

#product #costoptimisation #ai #machinelearning
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1 min read
AI Engineer Pay in India and the UK: Benchmark and Negotiate
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AI Engineer Pay in India and the UK: Benchmark and Negotiate

#funding #career #ai #machinelearning
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1 min read
Building a Reliable LLM-as-a-Judge: Bias and Calibration
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Building a Reliable LLM-as-a-Judge: Bias and Calibration

#opensource #evaluation #ai #machinelearning
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1 min read
AI Is Now the Hardest Skill on Earth to Hire
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AI Is Now the Hardest Skill on Earth to Hire

#funding #research #ai #machinelearning
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1 min read
On-Policy Distillation: Frontier Reasoning on Small Models
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On-Policy Distillation: Frontier Reasoning on Small Models

#opensource #research #ai #machinelearning
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1 min read
Meta Enters the $300B Cloud War With Surplus AI GPUs
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Meta Enters the $300B Cloud War With Surplus AI GPUs

#product #infra #ai #machinelearning
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1 min read
From ML / Data Science to LLM Engineer: The 2026 Retooling Roadmap
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From ML / Data Science to LLM Engineer: The 2026 Retooling Roadmap

#product #career #ai #machinelearning
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1 min read
Document Extraction with VLMs: PDFs and Scans to Structured JSON
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Document Extraction with VLMs: PDFs and Scans to Structured JSON

#product #agentsrag #ai #machinelearning
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1 min read
Shadow and Canary Deploys: Upgrade LLMs Without Regressions
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Shadow and Canary Deploys: Upgrade LLMs Without Regressions

#product #evaluation #ai #machinelearning
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1 min read
Building Realtime Voice Agents: Sub-800ms Latency Budget and Barge-In
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Building Realtime Voice Agents: Sub-800ms Latency Budget and Barge-In

#modelrelease #deploymentinfra #ai #machinelearning
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1 min read
Vector Databases in 2026: pgvector vs Qdrant vs Pinecone vs Weaviate
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Vector Databases in 2026: pgvector vs Qdrant vs Pinecone vs Weaviate

#product #deploymentinfra #ai #machinelearning
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1 min read
Long-Context vs RAG: When 1M Tokens Replace Your Retrieval Pipeline
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Long-Context vs RAG: When 1M Tokens Replace Your Retrieval Pipeline

#modelrelease #agentsrag #ai #machinelearning
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1 min read
Red-Teaming and Adversarial Safety Evals for LLM Apps
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Red-Teaming and Adversarial Safety Evals for LLM Apps

#research #evaluation #ai #machinelearning
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1 min read
Fine-Tuning Embedding and Reranker Models for Domain RAG
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Fine-Tuning Embedding and Reranker Models for Domain RAG

#opensource #finetuning #ai #machinelearning
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1 min read
How to Land a Forward-Deployed Engineer Role in AI (2026)
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How to Land a Forward-Deployed Engineer Role in AI (2026)

#product #career #ai #machinelearning
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1 min read
Agentic AI Jobs Jumped 280%: The 2026 Specialisation Premium
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Agentic AI Jobs Jumped 280%: The 2026 Specialisation Premium

#research #ai #machinelearning
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1 min read
NVIDIA Nemotron 3 Ultra: 550B Open-Weight MoE You Can Host
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NVIDIA Nemotron 3 Ultra: 550B Open-Weight MoE You Can Host

#infra #opensource #ai #machinelearning
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1 min read
Claude Sonnet 5 Lands: Default in Claude Code, 1M Context
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Claude Sonnet 5 Lands: Default in Claude Code, 1M Context

#product #modelrelease #ai #machinelearning
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1 min read
Land Your First 3 AI Consulting Clients
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Land Your First 3 AI Consulting Clients

#product #career #ai #machinelearning
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1 min read
Synthetic Data for Fine-Tuning: Generate, Filter and Avoid Model Collapse
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Synthetic Data for Fine-Tuning: Generate, Filter and Avoid Model Collapse

#opensource #finetuning #ai #machinelearning
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1 min read
Migrating a Large Legacy Codebase with AI Coding Agents
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Migrating a Large Legacy Codebase with AI Coding Agents

#infra #aicoding #ai #machinelearning
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1 min read
Evaluating Multi-Turn Conversational Agents in Production
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Evaluating Multi-Turn Conversational Agents in Production

#product #evaluation #ai #machinelearning
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1 min read
Prompt Management in Production: Versioning, Staging and the Eval Loop
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Prompt Management in Production: Versioning, Staging and the Eval Loop

#product #prompting #ai #machinelearning
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1 min read
GraphRAG vs Vector RAG: When Knowledge Graphs Actually Win
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GraphRAG vs Vector RAG: When Knowledge Graphs Actually Win

#infra #agentsrag #ai #machinelearning
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1 min read
Breaking Into AI Engineering From a Backend Role in 2026
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Breaking Into AI Engineering From a Backend Role in 2026

#research #career #ai #machinelearning
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1 min read
Defending AI Agents Against Prompt Injection
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Defending AI Agents Against Prompt Injection

#policy #deploymentinfra #ai #machinelearning
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1 min read
Agent Memory That Scales: Storage, Forgetting and Retrieval
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Agent Memory That Scales: Storage, Forgetting and Retrieval

#product #agentsrag #ai #machinelearning
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1 min read
India's AI Capital Surge: $3.94B in Q1 and a New Unicorn
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India's AI Capital Surge: $3.94B in Q1 and a New Unicorn

#funding #ai #machinelearning
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1 min read
EU AI Act Goes Live 2 August: What's Enforceable Now
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EU AI Act Goes Live 2 August: What's Enforceable Now

#policy #ai #machinelearning
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1 min read
Government-Gated Frontier AI: What It Means for Builders
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Government-Gated Frontier AI: What It Means for Builders

#modelrelease #policy #ai #machinelearning
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1 min read
On-Device AI: The Proof-of-Work Portfolio That Gets You Hired
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On-Device AI: The Proof-of-Work Portfolio That Gets You Hired

#product #career #ai #machinelearning
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1 min read
Pick and Quantise a Small Model for On-Device AI: A GGUF Guide
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Pick and Quantise a Small Model for On-Device AI: A GGUF Guide

#opensource #deploymentinfra #ai #machinelearning
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1 min read
Build a Local AI Agent: Ollama, a Small Model and MCP Tools
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Build a Local AI Agent: Ollama, a Small Model and MCP Tools

#infra #agentsrag #ai #machinelearning
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1 min read
80-TOPS NPUs Land: On-Device AI Agents Get Real in 2026
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80-TOPS NPUs Land: On-Device AI Agents Get Real in 2026

#product #infra #ai #machinelearning
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1 min read
Local AI Agents Go Mainstream: Ollama Now Speaks Claude's API
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Local AI Agents Go Mainstream: Ollama Now Speaks Claude's API

#product #opensource #ai #machinelearning
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1 min read
Gemma 4 Runs On Your Laptop: QAT, 1GB Models and Arm's 5.5x Boost
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Gemma 4 Runs On Your Laptop: QAT, 1GB Models and Arm's 5.5x Boost

#infra #modelrelease #ai #machinelearning
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1 min read
Startup vs Big Tech vs AI Lab: Your AI Engineering Path
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Startup vs Big Tech vs AI Lab: Your AI Engineering Path

#research #career #ai #machinelearning
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1 min read
Writing AGENTS.md & CLAUDE.md That Actually Steer Agents
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Writing AGENTS.md & CLAUDE.md That Actually Steer Agents

#opensource #aicoding #ai #machinelearning
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1 min read
Designing Tools for AI Agents: Schemas, Errors & Retries
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Designing Tools for AI Agents: Schemas, Errors & Retries

#product #agentsrag #ai #machinelearning
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1 min read
IndiaAI Mission's Spending Gap: A Builder Reality Check
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IndiaAI Mission's Spending Gap: A Builder Reality Check

#infra #policy #ai #machinelearning
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1 min read
Supabase Raises $500M at $10.5B as Agents Build the Backend
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Supabase Raises $500M at $10.5B as Agents Build the Backend

#infra #funding #ai #machinelearning
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1 min read
Your IDE Is Now an Agent Workbench: CoCo & Xcode 27
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Your IDE Is Now an Agent Workbench: CoCo & Xcode 27

#infra #product #ai #machinelearning
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1 min read
The AI Engineer Resume That Beats the Screen (2026)
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The AI Engineer Resume That Beats the Screen (2026)

#product #career #ai #machinelearning
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1 min read
The AI Engineer Career Ladder: Junior to Staff (2026)
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The AI Engineer Career Ladder: Junior to Staff (2026)

#product #career #ai #machinelearning
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1 min read
The Batch API Playbook: Cut LLM Costs 50% on Async Jobs (2026)
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The Batch API Playbook: Cut LLM Costs 50% on Async Jobs (2026)

#product #costoptimisation #ai #machinelearning
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1 min read
Put Your Evals in CI: Prompt and Agent Regression Testing (2026)
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Put Your Evals in CI: Prompt and Agent Regression Testing (2026)

#opensource #evaluation #ai #machinelearning
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1 min read
Build a Resilient LLM Gateway: Failover, Retries and Rate-Limit Handling (2026)
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Build a Resilient LLM Gateway: Failover, Retries and Rate-Limit Handling (2026)

#opensource #deploymentinfra #ai #machinelearning
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1 min read
Reranking for RAG: Cross-Encoders, ColBERT and Hosted Rerankers (2026)
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Reranking for RAG: Cross-Encoders, ColBERT and Hosted Rerankers (2026)

#opensource #agentsrag #ai #machinelearning
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1 min read
Build an AI Evals Portfolio: The Proof of Work Most Engineers Skip
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Build an AI Evals Portfolio: The Proof of Work Most Engineers Skip

#opensource #career #ai #machinelearning
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1 min read
Evaluating RAG with RAGAS: Faithfulness, Context Precision and Recall
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Evaluating RAG with RAGAS: Faithfulness, Context Precision and Recall

#research #evaluation #ai #machinelearning
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1 min read
DSPy in Production: Stop Hand-Tuning Prompts, Compile Them
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DSPy in Production: Stop Hand-Tuning Prompts, Compile Them

#product #prompting #ai #machinelearning
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1 min read
Reinforcement Fine-Tuning with GRPO: Teach a Small Model to Reason
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Reinforcement Fine-Tuning with GRPO: Teach a Small Model to Reason

#research #finetuning #ai #machinelearning
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1 min read
Adaptive RAG: Route Each Query From Naive to Agentic
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Adaptive RAG: Route Each Query From Naive to Agentic

#research #agentsrag #ai #machinelearning
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1 min read
Spec-Driven Development with AI Coding Agents: The 2026 Playbook
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Spec-Driven Development with AI Coding Agents: The 2026 Playbook

#product #aicoding #ai #machinelearning
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1 min read
The AI Engineer Interview in 2026: Live Coding & AI-Assisted Rounds
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The AI Engineer Interview in 2026: Live Coding & AI-Assisted Rounds

#research #career #ai #machinelearning
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1 min read
Reliable JSON From Any LLM: Constrained Decoding in Production
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Reliable JSON From Any LLM: Constrained Decoding in Production

#opensource #prompting #ai #machinelearning
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1 min read
Custom Slash Commands & Hooks: Automate Claude Code in 2026
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Custom Slash Commands & Hooks: Automate Claude Code in 2026

#infra #aicoding #ai #machinelearning
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1 min read
US AI Executive Order: Voluntary Rules Split From the EU AI Act
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US AI Executive Order: Voluntary Rules Split From the EU AI Act

#policy #ai #machinelearning
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1 min read
Kimi K2.7-Code: 1T-Param Open-Weight Coder Goes MCP-First
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Kimi K2.7-Code: 1T-Param Open-Weight Coder Goes MCP-First

#modelrelease #opensource #ai #machinelearning
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1 min read
SpaceX Buys Cursor for $60B: What It Means for AI Coding
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SpaceX Buys Cursor for $60B: What It Means for AI Coding

#funding #product #ai #machinelearning
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1 min read
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