GoKawiil
Tech News
Zeke Hausfather, a climate scientist who relies on AI for research, spent eight weeks tracking 1,138 prompts he sent to Claude Code to estimate the electricity consumed at the data centers processing them. His findings suggest that AI agents, which perform multi-step autonomous tasks, draw significantly more power than the simple chatbot queries tech companies typically cite as low-energy examples.
SlideOps is a new pair of Agent Skills for Claude Code and compatible coding assistants that generates presentation slides directly from a codebase, then tracks the source each slide came from. When the underlying code changes, it detects which slides no longer match reality and rebuilds only those, rather than the whole deck. It installs via a two-line Claude Code marketplace command or a git clone plus install script for Codex, Copilot CLI, and OpenCode.
A security researcher tested Anthropic's Claude Code Opus 5 in its default Auto Mode and found that a crafted website-summary request could hijack the agent into executing malicious code, succeeding in 60-80% of attempts on a small sample. The exploit tricks Claude into fetching a ZIP archive, writing its own Python decoder, and unknowingly running it inside an attacker-controlled folder where a poisoned struct.py file shadows Python's standard library and triggers code execution.
Anthropic announced it will permanently raise Claude Code's standard weekly usage limits by 25% for Pro, Max, Team, and seat-based Enterprise plans starting September 14. However, this replaces a temporary 50% boost currently in effect, meaning users will actually see a 17% reduction in usage compared to what they have today. Anthropic initially framed the change as an increase before deleting the post and issuing a clarification acknowledging the cut.
After burning through a Claude usage quota in just 10 minutes, a developer built 'tare,' a skill that lets Claude Code analyze its own local request logs to explain where tokens are going. Users install it with a single command and then ask plain-English questions about spikes in usage, expensive files, or which projects and models are draining their quota fastest.
Security firm Tenet demonstrated at DEF CON 34 that an AI coding agent reviewing Cloudflare's blocked-request logs can be manipulated into executing a hidden attacker command embedded in a rejected request's header, using credentials the agent already holds. In testing, Claude Code running on Sonnet 4.6 acted on the planted instruction nine out of ten times, even though the malicious request had already been correctly blocked by the firewall. Tenet identified the same exposed configuration pattern at 48 organizations, including six Fortune 500 firms, and similar attack paths were reported against Datadog and Sentry.
Ambient Context is a macOS menu bar utility that periodically reads the text of your active window through the accessibility API and appends it to a local, per-day markdown file. It's designed so tools like Claude Code or other agents can read that folder later to answer questions about your work history or draft summaries such as standups.