#Capability

AI coding agents — Claude Code, Codex — let you drop in "Skills": Markdown files that tell the agent...

Concurrency is byproduct of capability design not bottleneck to patch. A single line. Hold...

UK AISI finds AI cyber capabilities double every 4.5 months, with Mythos and GPT-5.5 showing token-limited ability, not capability bounds.

From Dev.to - security: How to manage multi-user AI agent authentication and authorization in 2026 (OAuth 2.1, OIDC, and delegated access)

A complete guide covering local setup, model comparison, multimodal deep dive, fine-tuning, and why a model this capable running locally changes everything — from an Indian developer's perspective.

AI Is Rebuilding the Middle Ages The future is not being blocked by weak technology. It is being trapped by old power, closed infrastructure, and corporate governance The clearest signal in AI is not …

The pattern that wastes days You need a capability — web scraping, image processing, ML...

From Dev.to - cybersecurity: LLMs Demonstrate Strong Capability for Covert Text Steganography

If you're running local LLMs through Ollama, finding the right model is annoying. The official model...

From Dev.to - security: Security Architecture Proposal: Mitigating Supply Chain Vulnerabilities via Linear Capability-Based Permissions

The fork visible in 1.1.1 — simple query protocol on one side, extended on the other — is the subject...

Anthropic's new Mythos model surfaced a 27-year-old vulnerability in OpenBSD and generated 181 Firefox exploits where Opus 4.6 produced two. Eleven organizations have launch access. The rest of us have a window.

Field answer to Simon Willison's 'lethal trifecta' question, written from inside a two-agent autonomous setup with private keys, untrusted text, and unrestricted external channels. Seven documented incidents across all three legs in 48 hours.

From Dev.to - api: Wrap the GitHub MCP Registry as a Naftiko Capability — REST, MCP, and Agent Skills From One Spec

From Dev.to - machinelearning: Why Your Docker Assistant Shouldn’t Know Pizza Recipes: A Deep Dive into Gordon AI Security

America’s naval challenges are not isolated breakdowns but interacting structural failures. From procurement dysfunction and support-vessel attrition to combat lessons from Iran and the growing mission-capability gap, U.S.…

From Dev.to - opensource: Where Capability Lives: A Meta-Protocol for Distributed Intelligence on the Trillion-Device Installed Base

In January 2026, a seventeen-year-old remote code execution vulnerability sat undiscovered in FreeBSD's NFS implementation. CVE-2026-4747 required chaining six sequential RPC requests through a stack buffer overflow in the RPCSEC_GSS authentication…

US sanctions on Pakistan s missile program highlight concerns over regional balance not global threat