#ai
Models, inference, and building on top of them.
A skill nobody can find in time is a skill you don’t have.
A skill description is not a summary. It is a filter. Its job is to help an agent decide, in a glance, whether to open the file. Everything else belongs inside the file. TL;DR: Write every skill description in three…
Anthropic open-sourced the shopping loop. Merchants still own the chargeback.
xkyrcOn September 2, 2026, Anthropic released Claude Commerce Agents: an Apache-2.0 blueprint with a customer-facing shopping agent, a staff-facing merchant agent, four vertical demos (retail, travel, telecom,…
Muse Spark 1.3’s 75.4 DeepSWE score is a strong Meta-run result
Meta released Muse Spark 1.3 on September 2, 2026. Its comparison card lists 75.4% on DeepSWE v1.1. As of September 4, that score is still missing from DeepSWE’s public leaderboard. Both can be true: the model may have…
How to Build a Working SDLC for Autonomous AI Coding Agents
Running autonomous AI coding agents at scale without governance quickly leads to chaos. When multiple agents independently manage a single repository, they often claim duplicate work, edit the same files, merge…
AI Cyber Defense: Transforming Modern Security Operations
The threat landscape is changing faster than traditional security operations centers (SOCs) can adapt. Facing overwhelming alert volumes, a global shortage of cybersecurity talent, and sophisticated adversary tactics,…
