A developer built an AI employee instead of an AI chatbot, creating a system that can plan, remember, retrieve information, use tools, and complete tasks autonomously. The AI employee combines a plann…
A developer argues that the key to building better AI products in 2026 is not prompt engineering but 'Context Engineering'—providing AI systems with rich, dynamic context such as project files, busine…
Attackers are actively exploiting CVE-2026-6875, a critical sandbox escape in the ServiceNow AI Platform that allows unauthenticated remote code execution. The flaw, disclosed by Searchlight Cyber and…
A developer detailed how Claude Code silently introduced a bug by guessing the event shape for an SQS-triggered Lambda, accessing `event.body` instead of the correct `event.Records[0].body`. The devel…
Jcode is an open-source coding agent harness built in pure Rust that enables developers to run multiple autonomous agent sessions in parallel with near-zero resource overhead. Designed for multi-sessi…
A developer completing the Machine Learning Zoomcamp course shares their understanding of Kubernetes for scaling ML models. They explain that Kubernetes automates node management, spinning up or shutt…
A developer found that an LLM judge gave opposite results for the same eval run on consecutive days due to position bias, one of three systematic biases documented in the 2023 paper "Judging LLM-as-a-…
A developer has spent the past 8–9 months building entirely with Claude Code, shifting their role from writing code to making engineering decisions and judging quality. They are now building Quill, a …
A developer prototyping an AI assistant for CAPA triage under 21 CFR 820 and ISO 13485 found that traditional software validation does not apply to probabilistic LLMs. The team created a validation pa…
Dariusz Newecki's CORE project enforces a governance system where deterministic rules in a .intent/ directory outrank any intelligence, including LLMs and human administrators. The system blocks all a…
Rotary Position Embedding (RoPE), introduced by Su et al. in 2021, solves the Transformer long-context problem by rotating Query and Key vectors in 2D sub-planes, making attention depend only on relat…
BrassCoders writes a plain YAML file, .brass/ai_instructions.yaml, after each scan of a Python codebase, containing severity-sorted findings with file paths, line numbers, and remediation notes. The f…
A developer argues that claims to convert PDFs back to their original format are misleading, because a PDF is a destination format that can be produced by many different tools—from Word and Photoshop …
An engineer argues that art directors have a natural advantage in the AI era because their core skill—articulating creative direction—translates directly into effective prompting. The post emphasizes …
Anthropic's Claude desktop app now lets users record their screen and voice to teach the AI assistant repetitive tasks, which Claude then turns into reusable automated skills. The feature is available…
A developer built AI Bridge, a CLI tool that bridges a local codebase with web-based AI chatbots like Claude, Gemini, ChatGPT, and Qwen without requiring API keys or extensions. The tool packs code in…
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…