Anthropic upgrades Claude with new Opus 4.8 model, details here - 9to5Mac
…54.7% to 57.9% Agentic computer use moves from 82.8% to 83.4% Knowledge work score increases from 1753 to 1890 Agentic financial analysis improves from 51.5% to 53…
…54.7% to 57.9% Agentic computer use moves from 82.8% to 83.4% Knowledge work score increases from 1753 to 1890 Agentic financial analysis improves from 51.5% to 53…
…Coding platforms using specialized AI models and autonomous agents , like Claude Code, are taking off for both personal and enterprise workflows. Earlier this year, Spotify admitted that its best developers hadn’t…
…Creating an agent is straightforward in Claude Code; I can invoke the /agents command and then either create a new custom agent or manage pre-built agents. And then comes the muscle…
…allow flaws in code it’s written to pass unremarked.” In addition to the honesty improvements, with Opus 4.8, users can direct the amount of effort Claude puts into a task…
The engineering practices Claude Code and Codex use to improve AI agents
Multi Agent Continuous Context Harness - MACCHA solves the problem that every AI coding session starts from zero. It combines a file-based 7-tier context architecture with a working memory engine (Memanto) that features …
I have been interested in long-horizon coding tasks for a while, especially with benchmarks like FrontierSWE, where even the best coding agents like Codex and Claude Code struggle to complete tasks.These agents come with…
Data is “the new oil” for AI.What if you could “plug in” to an oil well, and get royalties forever whenever that well’s oil was used?Right now, the people who build those datasets get paid once, if at all. There's no rec…
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder. Why was claw-coder created? Answer: To solve th…
…help train or improve rival AI systems. The alleged campaign reportedly focused on some of Claude’s most valuable skills, including software development, multi-step reasoning, and agentic tasks. In practical terms…
Engineering at Anthropic Building effective agents Over the past year, we've worked with dozens of teams building large language model (LLM) agents across industries. Consistently, the most successful implementations weren't…
…These features build on top of major recent improvements we’ve made to Claude’s general intelligence. These improvements are best captured by evaluations of Claude’s agentic performance on detailed simulations…
…AI features embedded in approved SaaS tools activated without IT review, scripts and automations built outside approved environments, agents spun up by individual teams with no central visibility. It isn't necessarily…
…retry where the agent gets a nudge, reconsiders, and usually finds an alternative path. What's next We'll continue expanding the real overeagerness testset and iterating on improving the safety and…
Coding agents are starting to write production code at scale. Stripe’s agents generate 1,300+ PRs per week. Ramp attributes 30% of merged PRs to agents. Spotify reports 650+ agent-generated…