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Agents Need a New Kind of Web Search
...covered with three retrieval strategies for AI agents in 2026.
9 hrs ago
•
Avi Chawla
7
Why Small Models Alone Don't Reduce Inference Costs
A complete guide to build production-grade SLM pipelines.
Jul 15
•
Avi Chawla
10
2
The Four Types of Agent Loops
...explained visually.
Jul 14
•
Avi Chawla
11
1
Agentic RL: Environments, Trajectories, and the Training Loop
The full RL nanodegree, covered with implementation.
Jul 13
•
Avi Chawla
6
1
How LLM Routing Actually Works in Production
A popular interview question.
Jul 12
•
Avi Chawla
12
1
1
RAG & Fine-tuning in LLMs
...explained visually.
Jul 10
•
Avi Chawla
11
3
How to Build an RL Environment
...explained step-by-step with code.
Jul 9
•
Avi Chawla
12
Build Your Own 100% Local AI Second Brain
How the best builders in tech are all converging on AI second brains
Jul 8
•
Avi Chawla
11
Rethinking KV Caching For Production Inference
A practitioner's guide to KV cache management in production.
Jul 7
•
Avi Chawla
8
The Reward Signal Problem for Agents
The full RL nanodegree, covered with implementation.
Jul 6
•
Avi Chawla
4
How to Reduce LLM Costs by 50-60% Using Model Routing
...explained with code.
Jul 5
•
Avi Chawla
11
1
Prompt, Context, Harness & Loop Engineering
...explained visually.
Jul 3
•
Avi Chawla
18
4
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