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AI Weekly: Opus 4.7, Kimi K2.6, and a $25B Amazon Deal, April 16–22, 2026

AI Weekly: Opus 4.7, Kimi K2.6, and a $25B Amazon Deal, April 16–22, 2026

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5 min read
MiniMax vs Claude for Coding: I Benchmarked the 50x Cheaper Challenger on Real Tasks [2026]

MiniMax vs Claude for Coding: I Benchmarked the 50x Cheaper Challenger on Real Tasks [2026]

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6 min read
How to Measure and Reduce Your LLM Tokenizer Costs

How to Measure and Reduce Your LLM Tokenizer Costs

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5 min read
The Complete Guide to Running LLMs Locally in 2026: From Ollama to Production

The Complete Guide to Running LLMs Locally in 2026: From Ollama to Production

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8 min read
AI code review checklist that actually catches problems

AI code review checklist that actually catches problems

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14 min read
I Stacked 4 More Context Layers on Top of RAG. Sonnet Got 12% Better. Haiku Got 14% Worse.

I Stacked 4 More Context Layers on Top of RAG. Sonnet Got 12% Better. Haiku Got 14% Worse.

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5 min read
Why Blocking Prompt Injection Is Wrong — and What to Do Instead

Why Blocking Prompt Injection Is Wrong — and What to Do Instead

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2 min read
Part 4 of 4 — Engineering Intent Series : ISL v1.6.2: Evolution for Complex Systems

Part 4 of 4 — Engineering Intent Series : ISL v1.6.2: Evolution for Complex Systems

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6 min read
The File Modification Boundary We Found After 12 ForgeFlow Projects

The File Modification Boundary We Found After 12 ForgeFlow Projects

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8 min read
I version every prompt I send to Claude. Here's why.

I version every prompt I send to Claude. Here's why.

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5 min read
Qwen3-Coder-Next: 80B total, 3B active, 70.6 on SWE-Bench

Qwen3-Coder-Next: 80B total, 3B active, 70.6 on SWE-Bench

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4 min read
# The Missing Layer of the AI Agent Stack: A Machine-to-Machine Search Engine

# The Missing Layer of the AI Agent Stack: A Machine-to-Machine Search Engine

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3 min read
Running a Fully-Local AI Agent on a Mac Studio — OpenClaw + Ollama + MLX

Running a Fully-Local AI Agent on a Mac Studio — OpenClaw + Ollama + MLX

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9 min read
Should we feel guilty for using AI?

Should we feel guilty for using AI?

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21 min read
How to Scale AI Development Beyond Prototype Speed

How to Scale AI Development Beyond Prototype Speed

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10 min read
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