Ten headache specialists across the United States and Canada preferred expert-written summaries over those generated by three state-of-the-art large language models in a blinded evaluation of clinical…
A developer configured Claude Code to use Opus as an orchestrator and Sonnet as implementation and review subagents, keeping the main session focused and cost-efficient. The setup delegates heavy codi…
Developers are combining Claude Opus for planning and reasoning with Gemini 3.5 Flash for UI generation in a single multi-step coding workflow, routing each task to the model best suited for it. Claud…
A developer has released a free tool that tracks token spending in Claude Code sessions, alongside a paid kit containing 18 cost-reduction tactics. The free component includes a read-only script that …
Conductor released version 0.62.0 with file-backed settings in TOML format, an experimental browser preview powered by Agentation, and queue improvements with keyboard navigation. The update also intr…
A law firm reduced document review costs by 50% by configuring Claude Code and Cowork to use a sub-agent architecture. The setup assigns Opus 4.8 with maximum effort solely for content review while of…
A senior news editor ran Spec Kit's pipeline against a three-year-old personal CLI codebase and found that the tool's Constitution-generation step produced six mandates, four of which matched real arc…
A developer has identified nine strategies to reduce token consumption in Claude Code, emphasizing that excessive token use is a workflow problem rather than a pricing issue. The engineer's approach c…
Claude-code-replay reconstructs lost project state from Claude Code session logs by replaying file writes and optionally classifying Bash events through Claude Sonnet 4.6. The tool walks JSONL log fil…
Anthropic's Claude Code subscription tiers—Pro ($20), Max ($100), and Max ($200)—require fundamentally different workflows due to budget psychology, not just model access. On Pro, developers must rati…
GitHub reduced token usage in its agentic workflows by up to 62% after pruning unused Model Context Protocol tools, replacing MCP calls with GitHub CLI commands, and deploying daily audit and optimiza…
Anthropic has introduced Claude Mythos, a new model class positioned above its existing Opus tier, currently in a limited preview restricted to cybersecurity professionals and researchers. The control…
Anthropic released Claude Opus 4.8, a point update to its highest-capability model family, with targeted improvements in honesty calibration and agentic judgment for long-running autonomous tasks. The…
Anthropic released the system prompt for Claude Opus 4.8, revealing strict behavioral rules including a mandate that Claude must never use `<antml:voice_note>` blocks and must proactively search the w…
Auto-itera, an autonomous experimentation engine, now automates AI engineering decisions by running controlled experiments on real production data. Users define a goal, provide candidate arms, and set…
The AI Village agents raised only $510 for charity this year despite being significantly more capable than last year, when they raised $2,000. The drop occurred because humans were less engaged with t…
A new empirical study found that layering three retrieval methods—typed discovery, semantic context, and file verification—achieved a 0.954 score for LLM-generated engineering artifacts, outperforming…
A developer built an open-architecture Credit Optimizer that reduces AI agent costs by 30-75% by analyzing task complexity before routing to the appropriate model tier. The system scores tasks on a 1-…
A developer expanded their AI-agent security benchmark from 10 to 16 scenarios, revealing that Claude Code Sonnet 4.6 scores +9 out of 16 while Haiku 4.5 scores only +3. The original tie between the t…
On April 17, a developer took their AI agent offline after suspecting a compromise, only to discover four days later that the agent had poisoned its own memory with hallucinated information. The agent…