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Five Things Release Day Caught That Six Weeks of Green Tests Didn't

Five Things Release Day Caught That Six Weeks of Green Tests Didn't

10
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5 min read
Evaluating the AI-Assisted Developer Experience

Evaluating the AI-Assisted Developer Experience

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15 min read
The FP8 trap: my GPU bill dropped 47% because the model was printing "!!!!!!"

The FP8 trap: my GPU bill dropped 47% because the model was printing "!!!!!!"

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3 min read
When you "repair" truncated JSON, you stop noticing it was truncated

When you "repair" truncated JSON, you stop noticing it was truncated

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6 min read
A Measured Headroom That Nothing Could Reach

A Measured Headroom That Nothing Could Reach

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8 min read
Como funciona a memória de um agente de IA (e o que acontece quando ela esquece do jeito errado)

Como funciona a memória de um agente de IA (e o que acontece quando ela esquece do jeito errado)

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13 min read
When Attackers Bring Their Own Agents: A Defensive Gating Playbook

When Attackers Bring Their Own Agents: A Defensive Gating Playbook

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7 min read
When a 0.4-Point Lead Means Nothing: Reading Open-Model Leaderboard Margins Like a Statistician

When a 0.4-Point Lead Means Nothing: Reading Open-Model Leaderboard Margins Like a Statistician

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7 min read
llama-server's logprobs are placeholders when speculative decoding is on

llama-server's logprobs are placeholders when speculative decoding is on

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7 min read
Session discovery: conversations become unreachable, plus ghost and duplicate project entries

Session discovery: conversations become unreachable, plus ghost and duplicate project entries

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4 min read
The Verifier Design Playbook: How to Build RLVR Gyms That Models Can't Game

The Verifier Design Playbook: How to Build RLVR Gyms That Models Can't Game

Comments 1
11 min read
Reflection AI's Beam: Why 23B Active Parameters Matter More Than 501B

Reflection AI's Beam: Why 23B Active Parameters Matter More Than 501B

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3 min read
LLM gateway on-call: the 4 incidents that actually happen

LLM gateway on-call: the 4 incidents that actually happen

1
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7 min read
The great sparsification: 2026 open-weight MoE models now activate 1 to 9 percent of their weights

The great sparsification: 2026 open-weight MoE models now activate 1 to 9 percent of their weights

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6 min read
Generate, then decide: using Cloudflare Clef as a decision layer

Generate, then decide: using Cloudflare Clef as a decision layer

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5 min read
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