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Self-hosting a lite agent backend on one TPU: Gemma 4 E2B + vLLM on a v5e-1
xbill profile

Self-hosting a lite agent backend on one TPU: Gemma 4 E2B + vLLM on a v5e-1

#tpu #vllm #llm #gcp
16
Comments 1
21 min read
Beyond The Single-Agent Ceiling: Scale Out With MCP Agent Teams
guyernest profile

Beyond The Single-Agent Ceiling: Scale Out With MCP Agent Teams

#mcp #ai #agents #llm
2
Comments
17 min read
What Anthropic’s J-lens teaches us about debugging large language models
lenabrooks profile

What Anthropic’s J-lens teaches us about debugging large language models

#ai #claude #debugging #llm
Comments
5 min read
RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke
darshan_kunwar profile

RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke

#rag #llm #machinelearning #opensource
11
Comments 1
5 min read
The LLM Waterfall Pattern: Never Let a Rate Limit Kill Your Workflow
hypernexus profile

The LLM Waterfall Pattern: Never Let a Rate Limit Kill Your Workflow

#ai #llm #opensource #mcp
Comments
5 min read
What LLM Cost Calculators Get Wrong
andrewavery7 profile

What LLM Cost Calculators Get Wrong

#ai #llm #opensource
3
Comments 11
8 min read
Stop Treating LLM Prompts Like Magic Spells
ntty profile
Ntty

Stop Treating LLM Prompts Like Magic Spells

#ai #llm #programming #softwareengineering
Comments 1
3 min read
A package.lock for the prompts hiding in your codebase
dipankar_sarkar profile

A package.lock for the prompts hiding in your codebase

#llm #python #opensource #ai
6
Comments
5 min read
Claude Now Puts an Invisible Watermark on Everything It Writes - Including Your Code
girish_r profile

Claude Now Puts an Invisible Watermark on Everything It Writes - Including Your Code

#ai #claude #llm
2
Comments
1 min read
Unlocking Atomic AI: How SKILL.md and the 5,776-Module Skill Registry are Engineering the Future of Developer Workflows
hypernexus profile

Unlocking Atomic AI: How SKILL.md and the 5,776-Module Skill Registry are Engineering the Future of Developer Workflows

#ai #llm #opensource #mcp
Comments
4 min read
# Semantic Caching in Enterprise RAG: Production Architectures for Faster, Lower-Cost LLM Systems
nikhil_ramank_152ca48266 profile

# Semantic Caching in Enterprise RAG: Production Architectures for Faster, Lower-Cost LLM Systems

#genai #rag #llm #semanticache
Comments
12 min read
AI Agents Need Runtime State Checks, Not Just Better Prompts
assili_salim_e3c07f9954de profile

AI Agents Need Runtime State Checks, Not Just Better Prompts

#ai #api #llm #agents
Comments
4 min read
Are You Benchmarking the Model—or the Harness?
haoxiangli profile

Are You Benchmarking the Model—or the Harness?

#ai #llm #machinelearning #programming
2
Comments 2
8 min read
Compact Design: a JSON language models can write and Figma can import
elliot_silver profile

Compact Design: a JSON language models can write and Figma can import

#figma #llm #json #typescript
Comments 1
3 min read
One Leg Can Raise an Objection. It Can't Settle One.
hexisteme profile
John

One Leg Can Raise an Objection. It Can't Settle One.

#agents #ai #automation #llm
Comments 10
6 min read
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