Setting Up Codex + ChatGPT Desktop on Linux for Terminal-Native Agentic Work
OpenAI's ChatGPT desktop app reached Linux in public preview — here's how to install it, wire up Codex, and get running on Ubuntu, Debian, or Fedora.
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What Daybreak Red/Blue Access on AWS Bedrock Actually Requires
A practical walkthrough of what security teams actually need to get approved for OpenAI's gated Daybreak Red and Blue cyber models on AWS Bedrock.
Migrating Latency-Sensitive Agent Loops to GPT-5.6 Sol Ultrafast
OpenAI's new Ultrafast preview tier runs GPT-5.6 Sol on Cerebras hardware at up to 14x standard speed. Here's how to think about migrating latency-sensitive agent workloads.
Setting Up Strix for Authorized AI-Powered Pentesting
Strix, an open-source autonomous AI pentesting agent, has surged past 50K GitHub stars. Here's how to install it and run your first authorized scan.
Migrating to AG2 v1.0's Protocol-Driven Architecture (and Wiring in External CLI Agents via ACP)
AG2 v1.0.2 refines the protocol-driven framework's ACP/A2A/MCP surface. Here's what changed since v1.0, and how the classic-to-v1 split actually works.
How to Benchmark Your Agent Security Tool Against 497 Real-World Attacks
A new open, CC-BY 4.0 benchmark tests agent security tools against 497 real attacks across 13 categories and 1,172 benign negatives. Here's how to run it against your own tool.
How to Classify Your Agent's Task Topology Before Designing a Harness
A new practitioner framework classifies agent tasks by topology to help engineers choose between procedural and agentic harness designs before writing a line of code.
How to Back Up OpenClaw with SQLite Snapshots (2026.8.1-beta.2)
OpenClaw 2026.8.1-beta.2 ships openclaw backup sqlite create/list/verify/restore — here's how the new SQLite snapshot backup workflow actually works.
Defining Your First Custom Agent in Google Antigravity 2.0
Google Antigravity 2.0 adds Custom Agents — file-based Markdown/YAML agent definitions with execution symmetry and scoped safety policies.
Wiring Microsoft Agent Framework's New Native Mistral Chat Client Into Your Agent
Microsoft Agent Framework v1.14.0 adds a full-featured native Mistral chat client with tool calling, streaming, and structured output support.