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12 Agentic Harness Patterns

12 Agentic Harness Patterns

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6 min read
Sending Images to GPT-4o, Claude, and Gemini: The Base64 Payload Each One Wants

Sending Images to GPT-4o, Claude, and Gemini: The Base64 Payload Each One Wants

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4 min read
You can never backfill a read receipt: a blog comment fixed our AI pipeline

You can never backfill a read receipt: a blog comment fixed our AI pipeline

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3 min read
AWS retired Bedrock Access Gateway: what moving to the native APIs actually costs

AWS retired Bedrock Access Gateway: what moving to the native APIs actually costs

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9 min read
Agentic development needs a famous 5 minute install

Agentic development needs a famous 5 minute install

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2 min read
AI Weekly: GPT-5.6-Cyber, Muse Glimmer, and the Agent Browser

AI Weekly: GPT-5.6-Cyber, Muse Glimmer, and the Agent Browser

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Comments 1
24 min read
Challenging Tokenization: An LLM Architecture Experiment Without a Tokenizer

Challenging Tokenization: An LLM Architecture Experiment Without a Tokenizer

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3 min read
AI This Week (Aug 2026): Qwen3.8 Max, DeepSeek V4-Flash, and Models Shipping Like Patches

AI This Week (Aug 2026): Qwen3.8 Max, DeepSeek V4-Flash, and Models Shipping Like Patches

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2 min read
SWE-2's easy slice is near-perfect. Its scorecard hides why

SWE-2's easy slice is near-perfect. Its scorecard hides why

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2 min read
Why more context makes your AI answers worse

Why more context makes your AI answers worse

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4 min read
Why more context makes your AI answers worse

Why more context makes your AI answers worse

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4 min read
One Endpoint, Your Whole Toolchain: Running Chinese Frontier Models in Claude Code, Cursor, Cline, Aider and More

One Endpoint, Your Whole Toolchain: Running Chinese Frontier Models in Claude Code, Cursor, Cline, Aider and More

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4 min read
AI Agent Architecture 2026: Building Production-Grade Systems — Patterns, Benchmarks, and Lessons from 10,000-Agent Swarms

AI Agent Architecture 2026: Building Production-Grade Systems — Patterns, Benchmarks, and Lessons from 10,000-Agent Swarms

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19 min read
Keeping the LLM out of the verdict

Keeping the LLM out of the verdict

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5 min read
300+ languages doesn't mean what you think: three tiers of code understanding

300+ languages doesn't mean what you think: three tiers of code understanding

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7 min read
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