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Switchboard: building a tool router so your AI agent stops drowning in MCP tools
shashank1719 profile

Switchboard: building a tool router so your AI agent stops drowning in MCP tools

#llmops #ai #mcp
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13 min read
I've Spent Months Grading AI Agents' Code for a Living. Here's the Pattern Nobody's Talking About
marvinoka4 profile

I've Spent Months Grading AI Agents' Code for a Living. Here's the Pattern Nobody's Talking About

#ai #llmops #agenticai #careerdev
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4 min read
Your Agent Returned 200 and Did Nothing: Detecting Silent Failures with Token Counts
babarmaker76 profile

Your Agent Returned 200 and Did Nothing: Detecting Silent Failures with Token Counts

#observability #llmops
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3 min read
Detailed instructions written for an earlier generation of AI models become harmful on today's models
matsumotory profile

Detailed instructions written for an earlier generation of AI models become harmful on today's models

#promptengineering #agentskills #llmops #contextengineering
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7 min read
Delegation Masking: Why Your LangChain Callbacks Lie About Sub-Agent Failures
babarmaker76 profile

Delegation Masking: Why Your LangChain Callbacks Lie About Sub-Agent Failures

#ai #langchain #observability #llmops
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4 min read
The Dedicated-GPU Trap: Why "Frontier, Per-Token" Wins Until You Have a Dozen Clients
alexboissonneault profile

The Dedicated-GPU Trap: Why "Frontier, Per-Token" Wins Until You Have a Dozen Clients

#ai #llmops #saas #architecture
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5 min read
Fine-Tuning Is Often the Wrong First Move: Introducing Harneloop
ker102 profile

Fine-Tuning Is Often the Wrong First Move: Introducing Harneloop

#ai #opensource #agents #llmops
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3 min read
I Thought Building Agent Observability Was a Detector Problem. I Was Wrong.

Real production data broke 35 detectors instantly
debashish_ghosal profile

I Thought Building Agent Observability Was a Detector Problem. I Was Wrong.

#ai #opentelemetry #llmops #opensource
15
Comments 15
8 min read
Our Token Counter Took 26 Seconds on a Single Prompt

Summer Bug Smash: Smash Stories 🐛🛹
ailegend profile

Our Token Counter Took 26 Seconds on a Single Prompt

#devchallenge #bugsmash #performance #llmops
3
Comments
8 min read
A LiteLLM circuit breaker that kills runaway agent runs
amih profile

A LiteLLM circuit breaker that kills runaway agent runs

#litellm #ai #llmops #python
Comments
3 min read
Mem0 vs Zep vs LangChain Memory vs Letta: Picking the Right Agent Memory Architecture
mukesh_13 profile
Mukesh

Mem0 vs Zep vs LangChain Memory vs Letta: Picking the Right Agent Memory Architecture

#mem0 #aiagents #llmops #python
1
Comments 3
4 min read
The failure that looks like success: how an unattended agent loop dies
springheadio profile

The failure that looks like success: how an unattended agent loop dies

#ai #llmops #devops #buildinpublic
Comments 2
6 min read
Your subscription does not cover the job running while you sleep
mjmirza profile

Your subscription does not cover the job running while you sleep

#claudecode #ai #llmops #productivity
1
Comments
4 min read
Watched enterprise teams ship openai to production and hit the same wall
mjmirza profile

Watched enterprise teams ship openai to production and hit the same wall

#openai #ai #llmops #enterprise
2
Comments 2
3 min read
The stale eval fixture that passed a broken model
ethanwritesai profile

The stale eval fixture that passed a broken model

#testing #cicd #python #llmops
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4 min read
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