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Switchboard: building a tool router so your AI agent stops drowning in MCP tools
Shashank Shah
Shashank Shah
Shashank Shah
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Aug 9
Switchboard: building a tool router so your AI agent stops drowning in MCP tools
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llmops
#
ai
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mcp
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13 min read
Detailed instructions written for an earlier generation of AI models become harmful on today's models
matsumotory
matsumotory
matsumotory
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Aug 4
Detailed instructions written for an earlier generation of AI models become harmful on today's models
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promptengineering
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agentskills
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llmops
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contextengineering
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7 min read
The Dedicated-GPU Trap: Why "Frontier, Per-Token" Wins Until You Have a Dozen Clients
Alex Boissonneault
Alex Boissonneault
Alex Boissonneault
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Jul 24
The Dedicated-GPU Trap: Why "Frontier, Per-Token" Wins Until You Have a Dozen Clients
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ai
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llmops
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saas
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architecture
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5 min read
Fine-Tuning Is Often the Wrong First Move: Introducing Harneloop
Kristofer Jussmann
Kristofer Jussmann
Kristofer Jussmann
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Jul 23
Fine-Tuning Is Often the Wrong First Move: Introducing Harneloop
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ai
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opensource
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agents
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llmops
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3 min read
A LiteLLM circuit breaker that kills runaway agent runs
Ami Heines
Ami Heines
Ami Heines
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Jul 16
A LiteLLM circuit breaker that kills runaway agent runs
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litellm
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ai
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llmops
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python
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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
Debashish Ghosal
Debashish Ghosal
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Aug 7
I Thought Building Agent Observability Was a Detector Problem. I Was Wrong.
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ai
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opentelemetry
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llmops
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opensource
22
reactions
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19
comments
8 min read
Our Token Counter Took 26 Seconds on a Single Prompt
Summer Bug Smash: Smash Stories 🐛🛹
Talha Anwar
Talha Anwar
Talha Anwar
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Aug 7
Our Token Counter Took 26 Seconds on a Single Prompt
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devchallenge
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bugsmash
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performance
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llmops
3
reactions
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8 min read
I've Spent Months Grading AI Agents' Code for a Living. Here's the Pattern Nobody's Talking About
Marvin Okafor
Marvin Okafor
Marvin Okafor
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Aug 6
I've Spent Months Grading AI Agents' Code for a Living. Here's the Pattern Nobody's Talking About
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ai
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llmops
#
agenticai
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careerdev
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2
comments
4 min read
Our eval gate runs 22 minutes. The queue behind it hit three hours.
Ethan Walker
Ethan Walker
Ethan Walker
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Aug 6
Our eval gate runs 22 minutes. The queue behind it hit three hours.
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llm
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cicd
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testing
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llmops
4
reactions
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1
comment
5 min read
Mem0 vs Zep vs LangChain Memory vs Letta: Picking the Right Agent Memory Architecture
Mukesh
Mukesh
Mukesh
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Aug 5
Mem0 vs Zep vs LangChain Memory vs Letta: Picking the Right Agent Memory Architecture
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mem0
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aiagents
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llmops
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python
1
reaction
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4
comments
4 min read
The failure that looks like success: how an unattended agent loop dies
Springhead
Springhead
Springhead
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Jul 2
The failure that looks like success: how an unattended agent loop dies
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ai
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llmops
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devops
#
buildinpublic
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2
comments
6 min read
Your subscription does not cover the job running while you sleep
Mirza Iqbal
Mirza Iqbal
Mirza Iqbal
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Jul 1
Your subscription does not cover the job running while you sleep
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claudecode
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ai
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llmops
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productivity
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4 min read
Watched enterprise teams ship openai to production and hit the same wall
Mirza Iqbal
Mirza Iqbal
Mirza Iqbal
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Jul 2
Watched enterprise teams ship openai to production and hit the same wall
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openai
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ai
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llmops
#
enterprise
2
reactions
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2
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3 min read
Your Agent Returned 200 and Did Nothing: Detecting Silent Failures with Token Counts
Babar Hayat
Babar Hayat
Babar Hayat
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for
OpsVeritas
Aug 3
Your Agent Returned 200 and Did Nothing: Detecting Silent Failures with Token Counts