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LangGraph Pulled Ahead: A Code-Level Benchmark of 3 Agent Frameworks on 107 Data Engineering Tasks
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 22
LangGraph Pulled Ahead: A Code-Level Benchmark of 3 Agent Frameworks on 107 Data Engineering Tasks
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ai
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agenticai
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machinelearning
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llm
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5 min read
MCP Is Dying as a Tool List. That Was Never Its Real Job.
jamilxt
jamilxt
jamilxt
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Sep 22
MCP Is Dying as a Tool List. That Was Never Its Real Job.
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ai
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architecture
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llm
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mcp
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5 min read
Running pdlc-skills on a Real Project: Three Features, Start to Release
kanfu-panda
kanfu-panda
kanfu-panda
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Sep 22
Running pdlc-skills on a Real Project: Three Features, Start to Release
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ai
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claudecode
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llm
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tdd
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9 min read
decider: one forward pass, typed decisions, calibrated probabilities
Mark Marosi
Mark Marosi
Mark Marosi
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Sep 22
decider: one forward pass, typed decisions, calibrated probabilities
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machinelearning
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opensource
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python
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llm
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1
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5 min read
Jev is now open to everyone: what a "System One" model costs, and how to start with $5 in free credit
li Alex
li Alex
li Alex
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Sep 22
Jev is now open to everyone: what a "System One" model costs, and how to start with $5 in free credit
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ai
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llm
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startup
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1 min read
Grok 4.7 Shipped. Even Elon Musk Said It Was Mid.
Stephan Miller
Stephan Miller
Stephan Miller
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Sep 23
Grok 4.7 Shipped. Even Elon Musk Said It Was Mid.
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llm
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openrouter
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11 min read
Treat streamed LLM output as an uncommitted draft
Metal Mods
Metal Mods
Metal Mods
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Sep 22
Treat streamed LLM output as an uncommitted draft
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ai
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startup
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4 min read
Where AI agent test cases come from: synthetic vs. production data
Nicolai Bohn
Nicolai Bohn
Nicolai Bohn
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Oct 5
Where AI agent test cases come from: synthetic vs. production data
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agents
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ai
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llm
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evals
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4 min read
GRPO: How Language Models Learn to Reason
Swarit Shukla
Swarit Shukla
Swarit Shukla
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Sep 22
GRPO: How Language Models Learn to Reason
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ai
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llm
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machinelearning
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4 min read
Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.
Marcell Havlik
Marcell Havlik
Marcell Havlik
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Sep 22
Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.
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benchmarks
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categorization
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embeddings
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llm
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3 min read
94.7% on LoCoMo — and why most of the gap between published memory numbers isn't the memory
Marcell Havlik
Marcell Havlik
Marcell Havlik
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Sep 22
94.7% on LoCoMo — and why most of the gap between published memory numbers isn't the memory
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memory
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benchmarks
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agents
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llm
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9 min read
Why Is Jev So Fast Compared to Traditional LLMs?
Ahmed Omeiza
Ahmed Omeiza
Ahmed Omeiza
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Sep 26
Why Is Jev So Fast Compared to Traditional LLMs?
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ai
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architecture
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llm
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performance
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3 min read
Mnemosyne for Hermes Agent: Local Memory Quickstart
Rost
Rost
Rost
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Sep 22
Mnemosyne for Hermes Agent: Local Memory Quickstart
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hermes
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ai
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llm
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architecture
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9 min read
I went through 14 reports of AI agents burning money. Every budget that failed, failed one of two ways.
MD Faiz
MD Faiz
MD Faiz
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Sep 22
I went through 14 reports of AI agents burning money. Every budget that failed, failed one of two ways.
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ai
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python
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llm
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programming
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2 min read
5 Guardrails That Keep an LLM Agent Shippable in Production
Himanshu Kawale
Himanshu Kawale
Himanshu Kawale
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Sep 22
5 Guardrails That Keep an LLM Agent Shippable in Production
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ai
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llm
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agents
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webdev
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2 min read
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