Scaling an Agentic Coding SDK: What Concurrency Actually Costs
Explores the operational costs and design considerations of scaling an agentic coding SDK for concurrent repository fixes, focusing on isolation, concurrency, and persistence.
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Learn how to limit token usage in Microsoft Agent Framework using ChatClientAgentRunOptions to control API costs.
This article covers incident response, circuit breakers, and recovery patterns for rolling back AI agents in production.
Explains common failures when switching to reasoning-tier models in Azure OpenAI and how to avoid them.
Analysis of a system where AI agent failures silently triggered template fallbacks, hiding three critical bugs that made the system appear functional while broken.
Guide on setting up custom MCP servers in Claude and ChatGPT chat interfaces.
How to automate AI prompt testing and compare models using promptfoo for reliable outputs.
Stay updated with the newest content from developer blogs
Explores the operational costs and design considerations of scaling an agentic coding SDK for concurrent repository fixes, focusing on isolation, concurrency, and persistence.
Learn how to translate long documents for free using Microsoft Edge Immersive Reader, a practical tech tip for document translation.
A blog post discussing AI writing tools, emphasizing that no lossless transformations of text exist and engineers must own their words.
A security paper reveals how encrypted reasoning traces from proprietary LLM APIs can be replayed and jailbroken to recover hidden chain-of-thought, now fixed.
Datasette plugin 0.5a0 adds a formal API to upload and atomically swap SQLite databases, enabling automated deployment from CI.
A review of Big Walk, a co-op puzzle game from House House, praising its low-key exploration and cooperative gameplay.
A critical essay on the decline of social media, arguing it has become a tool for distraction and rage, and reflecting on the loss of its early creative community spirit.
Anthropic's plan to watermark Claude's text output, analyzing possible methods and how they could be bypassed.
Explore config.json vs secrets management in Microsoft Agent Framework, covering security trade-offs and best practices for storing sensitive data.
An opinion piece arguing that 'nobody asked for AI' is a flawed argument, as people express needs through complaints, not explicit requests for solutions.
Analyzing NYC dog name data reveals a log-normal distribution rather than a power-law, with surprising top names.
Brent Ozar explains when to use temp tables instead of CTEs in T-SQL, using a performance example with SQL Server 2025.