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LangGraph Pulled Ahead: A Code-Level Benchmark of 3 Agent Frameworks on 107 Data Engineering Tasks

LangGraph Pulled Ahead: A Code-Level Benchmark of 3 Agent Frameworks on 107 Data Engineering Tasks

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5 min read
MCP Is Dying as a Tool List. That Was Never Its Real Job.

MCP Is Dying as a Tool List. That Was Never Its Real Job.

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5 min read
Running pdlc-skills on a Real Project: Three Features, Start to Release

Running pdlc-skills on a Real Project: Three Features, Start to Release

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9 min read
decider: one forward pass, typed decisions, calibrated probabilities

decider: one forward pass, typed decisions, calibrated probabilities

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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

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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1 min read
Grok 4.7 Shipped. Even Elon Musk Said It Was Mid.

Grok 4.7 Shipped. Even Elon Musk Said It Was Mid.

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11 min read
Treat streamed LLM output as an uncommitted draft

Treat streamed LLM output as an uncommitted draft

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4 min read
Where AI agent test cases come from: synthetic vs. production data

Where AI agent test cases come from: synthetic vs. production data

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4 min read
GRPO: How Language Models Learn to Reason

GRPO: How Language Models Learn to Reason

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4 min read
Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.

Our task categorizer routed 46% of tasks. A $0.04/MTok decision model routes 97%.

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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

94.7% on LoCoMo — and why most of the gap between published memory numbers isn't the memory

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9 min read
Why Is Jev So Fast Compared to Traditional LLMs?

Why Is Jev So Fast Compared to Traditional LLMs?

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3 min read
Mnemosyne for Hermes Agent: Local Memory Quickstart

Mnemosyne for Hermes Agent: Local Memory Quickstart

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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.

I went through 14 reports of AI agents burning money. Every budget that failed, failed one of two ways.

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2 min read
5 Guardrails That Keep an LLM Agent Shippable in Production

5 Guardrails That Keep an LLM Agent Shippable in Production

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2 min read
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