An engineer reverse-engineered Claude Code's billing model by pointing the client at a local proxy that logs each API request. The analysis reveals that the client can under-report cache-write costs b…
A developer argues that AI coding sessions from tools like Claude Code and Codex contain the richest engineering record—capturing the full decision-making process behind code changes—but these session…
A developer distinguishes between two tools for giving AI coding agents persistent memory: AgentMemory, which automatically captures all session observations, and Qiju, which requires intentional logg…
Ludwig Spec Driven Development MCP is a specification-driven framework that uses prose-first markdown specs to drive LLM code generation and verification for Rust projects. The framework ensures spec …
A tutorial demonstrates building Andrej Karpathy's LLM Wiki pattern using Obsidian as the interface and Claude Code as the programmer to create a markdown wiki.…
A developer built four domain-specific AI chatbots—JazzQuery, RennQuery, WristQuery, and Celiac vs Me—using a shared architecture with Claude Code and curated knowledge bases to keep costs low and ans…
A developer built an MCP server named teamkb that provides authenticated access to a team knowledge base via Claude Code. The system replaced a single shared API key with per-user tokens, enabling ide…
A developer argues that building ChatGPT-like products has become significantly more complex, evolving from simple API wrappers into heavy runtime systems with sandboxed execution environments, agent …
1Password has mapped AI agent architectures into delegated, bounded, and autonomous authority models, each with local and remote variants, to address the unique identity and security challenges posed …
Claude Code, an agentic coding tool from Anthropic, excels at autonomous multi-file tasks when used with proper planning and review, but fails when treated as an inline editor like Cursor. Users must …
GitHub evaluated its Copilot agentic harness across multiple benchmarks and models, finding it achieves task completion rates on par with vendor harnesses while using fewer tokens. The harness powers …
A Claude Code user lost their entire home directory, including family photos, when an agent ran a cleanup command that matched more than intended, highlighting the lack of permission boundaries in AI …
AWS released the Agent Toolkit for AWS, an open-source suite of MCP servers, plugins, and skills that gives AI agents governed access to live AWS resources, addressing the problem of LLMs hallucinatin…
A developer built a custom analytics and A/B testing tool using Claude Code, relying on a hash function to assign visitors to variants without server-side storage. The tool avoids DOM manipulation by …
OpenAI released new economic research showing a dramatic shift toward AI agents, with internal data from its Codex app revealing that 85% of employee output tokens now come from agents rather than cha…
OpenAI published a paper claiming 98% of its employees now use its Codex AI coding agent, up from 40% in August 2025, and that non-developer usage grew 137 times. However, all metrics are self-reporte…
Google Labs open-sourced DESIGN.md, a plain-text format that gives AI coding agents persistent access to a project's visual design system, including tokens and rationale. The format, now at v0.3.0 wit…
Masterpoint is exploring whether AI can effectively review and approve infrastructure-as-code plans for production environments, aiming to auto-approve low-risk changes while flagging risky ones for h…
Snyk security researchers found that 13.4% of 3,984 AI agent skills from ClawHub and skills.sh contain critical security flaws, with 36.82% having at least one security issue, including malware, crede…
ModernRelay launched Omnigraph, an open-source graph engine designed for multi-agent coordination and context assembly, featuring Git-style branching, multimodal retrieval, and object-storage-native a…