Shotgun, an open-source framework for Claude Code, turns the AI into a persistent cofounder for solo founders, offering memory, technical execution, market research, and distribution tools. The framew…
Anthropic extended free access to its most powerful Claude Fable 5 model for paid subscribers through July 12, 2026, adding five bonus days beyond the original July 7 cutoff. Pro, Max, Team, and selec…
A developer benchmarked 14 AI agent models and found that the true cost of a simple greeting like "Hi" is not the token price (as low as $0.005) but the waiting time, which can cost up to $5.10 per gr…
Developer Kenimo49 released compact-ops, a Claude Code plugin that protects AI coding sessions from context compaction by preserving operational state. During the release, the plugin successfully warn…
Anthropic reported that Alberta's Ministry of Technology and Innovation used Claude Code with Opus and Sonnet models to scan 466 million lines of government code in about 20 hours, flagging vulnerabil…
A Claude Code plugin with 86,000 GitHub stars claims to cut token usage by 65% by making the AI speak tersely, but testing shows it only reduces output tokens by about 6% on average and cuts the total…
A developer retiring from a project built a complete skill library under `.claude/skills/` to enable junior and mid-level engineers, as well as smaller AI models, to debug, extend, validate, and advan…
A developer created 'Lumos', a voice-activated reading assistant for physical technical books that integrates with Meta Ray-Ban smart glasses. Users upload a PDF of their book and ask questions via vo…
Engineer Dave argues that developers should not feel pressured to keep up with every new AI tool or model, as the hype is partly driven by vendors' incentives. He advises focusing on delivering value …
Fable, a senior decision-making AI agent, is designed to preserve premium reasoning for high-value tasks such as intent understanding, architecture, decomposition, tradeoffs, final review, and synthes…
Anthropic, the AI lab behind Claude, is reportedly facing challenges as its developer tools and models encounter limitations, signaling a potential slowdown in its competitive edge against rivals like…
Morph Reflexes launches a multi-head classifier API that analyzes agent traces for behavioral failures like looping and user frustration. The system uses a shared LLM backbone with reused KV cache to …
MemDelta, a new evaluation protocol for AI memory systems, reveals that performance varies significantly across model families, with retrieval-augmented generation (RAG) and full-context models showin…
Anthropic's Claude model lineup—Haiku, Sonnet, and Opus—offers different trade-offs between speed, cost, and capability. The article provides a straightforward rule for choosing among them based on ta…
Enterprise AI coding costs are soaring, with one client reportedly spending $500 million in a month on Claude Code and Uber exhausting its 2026 budget by April. A developer argues that 70-80% of codin…
MemDelta, a controlled evaluation protocol for agent memory systems, reveals that reported performance gains often stem from changes in embedding models or language models rather than memory architect…
A developer built a three-layer architecture for CLAUDE.md files that makes swapping between large language models like DeepSeek V4 Pro, Claude Opus, and Sonnet trivial by changing only one file. The …
A developer built token-warden, an open-source plugin for Claude Code that only retains agent memory rules if they can prove they save at least twice the tokens they cost. The tool benchmarks candidat…
A developer argues that comparing a senior engineer's $250K salary to $20K in AI coding tokens is a misleading trap. The engineer's role involves far more than code generation, and AI-written code sti…
Researchers developed a method to combine AI control protocols by routing between them based on predicted usefulness and suspicion, achieving better safety-usefulness tradeoffs. They also addressed at…