A developer has released Workflows, an open-source Rust engine for agentic workflows that is host-agnostic and never hard-codes vendors. The engine models automations as directed graphs, supports huma…
A developer created llm-api-resilience, a Python library that provides retries, ordered failover, circuit breakers, and checkpoint recovery across multiple LLM providers without provider-specific code…
Mingxin FX100 achieves 90% line-rate utilization on a single 100GbE port, delivering approximately 11.25 GB/s effective bandwidth in measured tests. This eliminates the network as a primary bottleneck…
A developer argues that TypeScript's `--noEmit` flag should be used in CI pipelines to separate type-checking from code generation, enabling parallel builds with faster transpilers like esbuild or swc…
A developer benchmarked time-to-first-token (TTFT) across AI gateways, finding LLM Gateway delivered the first content token 35% faster cold (906ms vs 1392ms) and 34% faster warm (814ms vs 1232ms) tha…
A developer using Claude Code while building Zenovay reports that AI can produce code faster than they can responsibly review it, creating 'review debt' where understanding is deferred. The engineer n…
In 2026, AI has become the central nervous system of software development, transforming workflows from code generation to production monitoring. AI coding assistants now understand entire codebases an…
BrassCoders treats every developer's code the same way by running 12 static-analysis scanners and emitting the union of their findings as YAML, catching vulnerabilities that AI assistants miss. The to…
A developer outlines cost-effective strategies for scaling AI applications, including using spot instances, auto-scaling, serverless inference, and model optimization techniques like quantization and …
BrassCoders finds that AI-generated Python code using SQLAlchemy's text() function with f-strings or % formatting introduces SQL injection vulnerabilities, as the ORM's automatic parameterization is b…
A developer's guide to prompt engineering for code generation covers techniques from basic principles to advanced strategies, emphasizing that well-crafted prompts produce reliable, production-ready c…
A developer's practical guide details the engineering challenges and solutions for deploying production-ready Retrieval-Augmented Generation (RAG) applications, covering data indexing, vector stores, …
BrassCoders, a security scanner designed to catch what AI assistants structurally miss, integrates into developer workflows through three checkpoints: a local CLI install, a pre-commit hook, and a CI …
BrassCoders released a template for an AI code review policy designed to help engineering teams formalize their review process for AI-assisted code. The policy covers technical gates, human review req…
BrassCoders finds that autonomous coding agents, such as Claude Code and SWE-agents, bypass human code review, allowing security vulnerabilities like hardcoded credentials to go undetected. The compan…
A developer argues that a larger context window in AI systems is not a solution for memory, comparing it to a CPU cache rather than durable storage. The post introduces a hierarchy of memory layers—ac…
At the AI Engineer World's Fair 2026, Susheem Koul and Tisha Chawla presented a technique called cut-point replay for verifying fixes to AI agent failures. The method involves replaying a recorded inc…
Cloudflare issued an ultimatum to Google and Robinhood opened its doors to AI agents in July 2026, marking the arrival of the Agentic Internet. A developer argues that content strategy must now optimi…
Claude Code Skills use progressive disclosure to load only relevant instructions per request, allowing users to install dozens of Skills without bloating context. A Skill loads in three stages: frontm…
TempTools, a suite of free web tools that expire and delete themselves, added an AI helper to its Temp API tool that generates JSON schemas, samples, and explanations. The AI is never allowed to touch…