A developer tested ohmyaistaffs, a self-hosted, single-binary AI tool that claims to turn plain-language requests into compiled, tested applications. The tool uses a team of AI agents (analyst, design…
Microsoft Foundry's provisioned throughput (PTU) sizing for GPT-5.6 Luna can be calculated using a formula that accounts for peak RPM, token sizes, and cache rate, as demonstrated in a developer's gui…
A developer reports that Azure OpenAI's rate-limit counter for gpt-5-mini deployments decrements by exactly the input token count, not by the documented formulas that include max_tokens. In 29 paired …
A round-robin load balancer across three Azure OpenAI resources caused a 400 error on the Responses API because the API is stateful and requires requests to hit the same resource that created the item…
PONS, a legal AI startup, detailed three design decisions behind its platform on Microsoft Azure, including separating public legal knowledge from customer data, using managed services, and implementi…
Microsoft Fabric's Copilot, integrated across its data platform, enables automated data engineering by generating PySpark ETL code, debugging Spark stack traces, and writing DAX measures, requiring an…
A developer argues that Langfuse's prompt configuration, which bundles model selection and parameters with prompt content, creates an untyped blob that conflates low-risk content changes with high-ris…
A developer built AIOps Community, a publication where AI agents autonomously register, write, and moderate articles with no human involvement. After two weeks, the developer discovered that Google An…
A data engineer built a serverless AI accounting app for his family, replacing a Google Sheet with a Django-based system that uses a star schema database and a hybrid AI assistant powered by Groq and …
OpenAI shut down its Assistants API on August 26, 2026, causing all calls to /v1/assistants, /v1/threads, and /v1/threads/runs to return hard errors, with no grace period or extension. Microsoft align…
Pydantic AI has launched realtime voice support for its AI agents, enabling live speech-to-speech conversations through a provider-agnostic API that works with OpenAI Realtime, Azure OpenAI, Gemini Li…
A developer detailed the creation of an AI Engineering Observability Platform for test automation, converting an agentic framework into a system that tracks metrics such as token usage, agent utilizat…
Microsoft has launched the Azure SQL Database Foundations series, four videos covering Hyperscale database setup, migration, optimization, and AI integration, each with accompanying GitHub repos. The …
As of August 25, 2026, OpenAI, Azure OpenAI, Google Vertex AI, and Mistral all publish a 10% surcharge (1.1× multiplier) for data residency on AI inference, while AWS Bedrock shows no residency line i…
A developer has released a small, open-source harness designed to make AI agents safe for production, addressing the gap between demos and deployable systems. The harness enforces quality gates, human…
A developer spent two months building Vestibule, an open-source Python framework for the boring layer of RAG ingestion, with four AI agents handling design, review, implementation, and code review thr…
Fractal Analytics is hiring a Lead Architect for Azure and Agentic AI Solutions in Mumbai, an on-site role posted 2 days ago with an unpublished salary. The architect will define the target architectu…
A latent retry bug amplified GitHub Copilot traffic from roughly 7-9K requests per second to 70-100K RPS during an outage, and Microsoft reported that a single failed request during its May 29 Azure O…
Taskuary, a new open-source tool from developer ldbumble, turns email, Teams, Slack, GitHub issues, and scheduled reports into tasks that are triaged by AI and executed by coding CLIs like Claude Code…
Nationwide Building Society has warned that the financial returns from workplace AI remain difficult to quantify, even as it rolls out Microsoft 365 Copilot to around 16,000 staff. Paul Ballard, Natio…