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The Bugs AI Writes: Five Patterns That Show Up in AI-Generated Code

The Bugs AI Writes: Five Patterns That Show Up in AI-Generated Code

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3 min read
Claude Sonnet 4.6: 1M Context, 300K Output, Agentic Coding

Claude Sonnet 4.6: 1M Context, 300K Output, Agentic Coding

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10 min read
How I Built a Batch MCP Helper to Save My Sanity: The Brutal Truth About Tool Orchestration

How I Built a Batch MCP Helper to Save My Sanity: The Brutal Truth About Tool Orchestration

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5 min read
How AI Memory Actually Works: Context Windows and RAG

How AI Memory Actually Works: Context Windows and RAG

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8 min read
The Hidden Tax: Why OpenAI Charges Up to 60% More for Spanish Prompts (and How to Fix It)

The Hidden Tax: Why OpenAI Charges Up to 60% More for Spanish Prompts (and How to Fix It)

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7 min read
How to Govern Claude Code Usage Across Engineering Teams

How to Govern Claude Code Usage Across Engineering Teams

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5 min read
Claude Opus 4.7 Hit 87.6% on SWE-bench. The Story Is What It Didn't Charge You.

Claude Opus 4.7 Hit 87.6% on SWE-bench. The Story Is What It Didn't Charge You.

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7 min read
agent-consistency – a Python consistency layer for multi-agent workflows

agent-consistency – a Python consistency layer for multi-agent workflows

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1 min read
Custom Silicon, Agentic Search, and Smarter Fine-Tuning

Custom Silicon, Agentic Search, and Smarter Fine-Tuning

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2 min read
Why RAG Breaks in Real-World Systems (and How I’m Trying to Fix It)

Why RAG Breaks in Real-World Systems (and How I’m Trying to Fix It)

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2 min read
The open-weight licence trap: Apache 2.0 vs. the community-licence model

The open-weight licence trap: Apache 2.0 vs. the community-licence model

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5 min read
Stop Benchmarking Embedding Models. 90% of Your Search Quality Lives Upstream.

Stop Benchmarking Embedding Models. 90% of Your Search Quality Lives Upstream.

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4 min read
Improving and Validating Multi-Agent Prompts with Bedrock AgentCore Optimization

Improving and Validating Multi-Agent Prompts with Bedrock AgentCore Optimization

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7 min read
Your AI Agent Just Spent $3,000. Nobody Told It to Stop.

Your AI Agent Just Spent $3,000. Nobody Told It to Stop.

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6 min read
MCP is the authoring layer. Execution should cost zero tokens.

MCP is the authoring layer. Execution should cost zero tokens.

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4 min read
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