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Context rot is real. You can compile it away.

Context rot is real. You can compile it away.

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2 min read
Harvesting a regression test set from gateway logs with a plugin

Harvesting a regression test set from gateway logs with a plugin

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4 min read
The Orchestration Bottleneck: Why Your Agent Infrastructure Needs Two Layers in 2026

The Orchestration Bottleneck: Why Your Agent Infrastructure Needs Two Layers in 2026

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5 min read
Use a flat-priced, auto-routing LLM API in Aider or Cline — one npx command

Use a flat-priced, auto-routing LLM API in Aider or Cline — one npx command

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2 min read
Unifying image inputs across three vision providers behind Bifrost

Unifying image inputs across three vision providers behind Bifrost

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4 min read
Claude Code retries rate-limit errors for API keys, not for your Max plan

Claude Code retries rate-limit errors for API keys, not for your Max plan

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4 min read
Coding Senza Compiacenza: Come Far Dire "No" agli Agenti IA

Coding Senza Compiacenza: Come Far Dire "No" agli Agenti IA

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8 min read
Designing a Synthetic Data Pipeline for Persian LLM Fine Tuning: From Topic Graphs to QLoRA Evaluation

Designing a Synthetic Data Pipeline for Persian LLM Fine Tuning: From Topic Graphs to QLoRA Evaluation

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4 min read
I gave myself an AI advisory board — three models argue, I decide

I gave myself an AI advisory board — three models argue, I decide

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3 min read
Semantic caching our flaky-test summariser: 58% fewer LLM calls

Semantic caching our flaky-test summariser: 58% fewer LLM calls

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4 min read
Route Every Prompt to the Cheapest Model: Building a Multi-LLM Cost Optimizer with Pydantic AI

Route Every Prompt to the Cheapest Model: Building a Multi-LLM Cost Optimizer with Pydantic AI

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6 min read
Spring AI Evals: how I test agent behavior

Spring AI Evals: how I test agent behavior

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6 min read
My Notes on LLMs

My Notes on LLMs

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6 min read
Catch LLM hallucinations with multi-model consensus

Catch LLM hallucinations with multi-model consensus

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2 min read
You Wanted Me to Delete the DB, Right?

You Wanted Me to Delete the DB, Right?

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3 min read
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