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We built the first slice of a cockpit that doesn't trust an agent's "done" — then our own tests lied to us

We built the first slice of a cockpit that doesn't trust an agent's "done" — then our own tests lied to us

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2 min read
Beyond Function Calling: Why MCP is the "USB-C" of AI Integrations

Beyond Function Calling: Why MCP is the "USB-C" of AI Integrations

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3 min read
Confidence is enough to decide. It's not enough to do.

Confidence is enough to decide. It's not enough to do.

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5 min read
Long context is not AI memory: a builder playbook for reliable AI apps

Long context is not AI memory: a builder playbook for reliable AI apps

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4 min read
The Messages Array, in 4 GIFs

Hidden token costs of chat history

The Messages Array, in 4 GIFs

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6 min read
We prevented our agents going rogue at runtime.

We prevented our agents going rogue at runtime.

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3 min read
An open source LLM eval tool with two independent quality signals

An open source LLM eval tool with two independent quality signals

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4 min read
AI 週報 — 2026-06-18 to 2026-06-26 | 晶片自研浪潮與開源生態攻守

AI 週報 — 2026-06-18 to 2026-06-26 | 晶片自研浪潮與開源生態攻守

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2 min read
AI Agent Context Packet: Give Agents the Right Inputs Without Blowing the Budget

AI Agent Context Packet: Give Agents the Right Inputs Without Blowing the Budget

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9 min read
I checked six LLM-as-judge tools against human labels. The scoreboard was the wrong thing to read.

I checked six LLM-as-judge tools against human labels. The scoreboard was the wrong thing to read.

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4 min read
Can AI Scan the Internet? AI Search vs Real-Time Monitoring

Can AI Scan the Internet? AI Search vs Real-Time Monitoring

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5 min read
Running Llama Models Locally with Docker

Running Llama Models Locally with Docker

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2 min read
O fim do “modelo que faz tudo”? Conheça o Conductor, a IA que orquestra outras IAs

O fim do “modelo que faz tudo”? Conheça o Conductor, a IA que orquestra outras IAs

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8 min read
Google just commoditized the agent stack with a single API call

Google just commoditized the agent stack with a single API call

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3 min read
How I use an LLM as a translation judge

How I use an LLM as a translation judge

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1 min read
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