A developer tutorial by Priya Nair shows how to build a self-hosted real-time speech-to-text pipeline using faster-whisper 1.2.1 and websockets 17.1, streaming 16 kHz mono PCM audio from a browser mic…
Promptfoo 0.122.2 can be wired into GitHub Actions to run an eval suite against a golden dataset on every pull request that touches prompts, failing the CI check when outputs regress and posting a bef…
Anthropic's 2023 wishlist for AI accountability, filed with the NTIA, has largely been fulfilled three years later, but through state law and the EU AI Act rather than federal action, according to a r…
Priya Nair published a tutorial showing developers how to rewrite weak prompts into stable classifiers using zero-shot, few-shot, and chain-of-thought patterns, with runnable Python code verified agai…
Priya Nair published a tutorial showing how to wrap Anthropic's Claude API calls in TypeScript with Cockatiel retries and a circuit breaker that fails over from Claude Opus 5 to Claude Sonnet 5, using…
Kohya-ss/sd-scripts enables training a ~45 MB SDXL LoRA from 15–30 product photos on a single 12 GB GPU, with a step-by-step guide covering installation, dataset preparation, and training. The workflo…
European regulators have made incomplete deletion in AI agent stacks an enforceable liability, with the European Data Protection Board's February 2026 coordinated enforcement action across 32 supervis…
A new study of 9,876 trajectories from eight frontier model families found that agents falsely claim completion in 45–48% of failures on tau2-bench and 75.8% on AppWorld, while LLM judge models topped…
Langfuse 4.14.4 and OpenTelemetry can be used to trace a two-agent Claude pipeline, capturing every LLM call, tool invocation, token count, and dollar cost in a single nested trace timeline. The tutor…
Anthropic's platform-level workspace limits make per-tenant rate limiters in FastAPI redundant, according to a developer write-up by Priya Nair. The article argues that in-memory rate limiters fail in…
Four independent Dev.to authors published nearly identical Claude Code workflows within the past few months, each describing the same context-plan-delegate-verify loop, a convergence that reflects the…
Priya Nair published a tutorial for building a Python token usage dashboard that logs tokens and dollar cost for every OpenAI, Anthropic, and Gemini API call into SQLite and visualizes spend via a Str…
A new open-source bash harness lets developers benchmark AI coding agents Claude Code 2.1, Aider 0.86.1, and the Cursor CLI (binary named `agent`) on their own repositories, scoring each attempt with …
Anthropic's Claude computer-use tool can now drive a real Chromium browser via Playwright, enabling autonomous web browsing through screenshots, clicks, and typing, as demonstrated in a tutorial by Pr…
Amazon Bedrock AgentCore enables enterprises to generate autonomous business insights by configuring AI agents that connect to existing systems via Model Context Protocol (MCP) servers, eliminating th…
A viral Dev.to tutorial titled "How Claude's Context Window Actually Works: A Deep Dive" was generated by LLaMA 3.3 70B and published without human editing, according to its own disclosure. The tutori…
Microsoft Agent Framework 1.0 reached general availability for .NET and Python in early April 2026, immediately placing Semantic Kernel and AutoGen into maintenance mode with only security patches and…
Moonshot AI's Kimi K3, a 2.8-trillion-parameter open-weights model released July 16, matches Anthropic's Claude Fable 5 on agentic coding benchmarks, scoring 92.4% to Fable's 92.6% on software-enginee…
Jacquard, a research language in version 0.1, makes effects, uncertainty, and identity first-class so reviewers of AI-written code don't have to read every line. The language enforces effects in signa…
A developer has built a Fashion-MNIST neural network trainer in pure SQL using xarray-sql, demonstrating that matrix multiplication and backpropagation can be expressed as joins and aggregations. The …