1d ago · 9 min read · AI agents in production face a critical challenge: how to safely evolve prompts without introducing subtle behavioral regressions that compromise quality, compliance, or user experience. Unlike tradit
Join discussion5d ago · 8 min read · Most organisations that have deployed Microsoft 365 Copilot are quietly disappointed. Not because the technology fails to deliver, it doesn't. The problem is almost always the same: the people using i
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May 26 · 7 min read · Repo: ashutosh-rath02/llm-gateway Why Build Another Layer Around LLMs? Most teams do not begin with a gateway. They begin with a single feature, a provider SDK, one prompt, and a direct API call insi
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May 25 · 13 min read · You've been there. You paste a detailed session protocol into your chat window, type "generate the restart package from this," and your AI responds with three paragraphs explaining how your protocol c
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May 23 · 25 min read · The problem nobody talks about Here is what most AI resume rewriters actually do when you give them a weak bullet: Original: "Attended daily standups" AI rewritten: "Developed responsive web applicati
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May 23 · 18 min read · "Think step by step" used to be a genuine insight. It isn't anymore — at least not as a complete prompting strategy. The phrase triggers a reasoning mode, yes. But it gives the model zero constraints
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May 22 · 5 min read · Quick take: If you're still thinking of AI coding tools as "fancy autocomplete," this piece is for you. The data from Anthropic's 2026 Agentic Coding Trends Report is stark, and the workflow implicati
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