40 stories
Nobody budgets for the runaway loop. Every AI SaaS has a line item for "expected LLM spend" and nobody has a line item for "the Friday night a bug turned our agent into a money printer." I've seen the second one. Here's the pattern that prevents it.
What if your music server had a social network attached, and your social network could play music? Comments
Evaluate agent responses with Jev and Arize AX. Build a FastAPI remote evaluator, return labels and scores, and choose a threshold for your data. The post How to build a remote evaluator in Arize AX with Jev appeared first on Arize AI.
Today's haul: 16 tools · 19 resources · 23 reads · 19 numbers · 30 things that happened. Every tool, resource and read below has a working link. No link, no listing.
Agents can write, test, and revise code across much of the delivery process. But teams still need a reliable way to decide which changes can move automatically and which require accountable human review.
There are plenty of LLM projects you can build in 2026, and they can take you into very different areas of the technology. You could work with retrieval and documents, build an agent that uses tools, create a coding assistant, or focus on evaluating how well a model performs a particular task.
What actually turns a codebase into an MCP server: GitHub's own API server (a different job entirely), OpenAPI-to-MCP generators that need a spec first, code annotation frameworks, and the thin no-spec category.
A precise map of the tools people reach for to keep an API contract true without hand-writing one: schema-first frameworks, code-reading generators, contract testing, and drift detection, and where each one actually stops.
If you're using AI to build a Python app, you need to make sure it's production-ready. Here's a checklist to get you started.
In this tutorial, I’ll show you how to serve a multi-user local AI agent as a REST API using FastAPI, then add a lightweight Streamlit UI on top. Instead of interacting with the agent through a termin
Static analysis, framework fingerprints, and the messy middle where code and spec disagree.
What's new in Arcjet (2026-05-22). Unified coding agent skills, expanded Python docs, email notification management.
Use Weaviate's built-in MCP server to give Claude Code, Cursor, and VS Code hybrid search over your codebase and docs. No glue code.
Multimodal voice recognition helps Loqua resolve homophones, code identifiers, and app context by combining audio with local screen cues.
How Arcjet hosts AI security models using Python, Open Inference Protocol, Go, and Modal: the architecture behind prompt injection detection.
Most DevOps engineers don't fail because they lack knowledge about tools. They fail because nobody told them what not to do before they got into production. Startup environments make this worse. The p
Explore 11 top Python IDEs to boost productivity, streamline coding, and enhance your development workflow.
AI isn’t a specialty anymore, it’s the foundation of modern software. In this guide, Ali breaks down the best programming languages for AI in 2025 and how your choice can make or break speed, workflow, and realworld result
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