Ideas for building
better software.

Close Identity Gaps in Software Development Before Unleashing AI

Artificial Intelligence is complicating security in the software development lifecycle, but a Dark Reading roundtable found collaboration, better identity visibility, and reduced testing costs offer CISOs a way ahead.

Build a semantic layer for agentic AI on AWS with AtScale and Amazon Bedrock AgentCore

The third post in our semantic-layer series builds a governed customer 360 model on Amazon Redshift with AtScale, then exposes it to a Strands agent on Amazon Bedrock AgentCore through the AtScale MCP server. Identity propagation, RBAC, row security, and full query audit are enforced at the semantic layer, not the prompt.

Qilin and INC Ransomware Groups Exploit Palo Alto Networks Flaw to Bypass MFA

Palo Alto Networks has disclosed that it's continuing to observe exploitation of a now-patched security flaw impacting  PAN-OS and Prisma Access by ransomware actors. The activity relates to CVE-2026-0257 (CVSS score: 7.8), an authentication bypass flaw that could be exploited by bad actors to set up unauthorized VPN connections. It was patched by Palo Alto Networks in May 2026 and was

OpenCode: Setting Up an Open-Source AI Coding Assistant

OpenCode is a terminal-based, open-source AI coding assistant that supports multiple providers, including GitHub Copilot. For developers looking for a vendor-independent AI coding assistant, OpenCode offers a flexible way to integrate AI into their coding workflow. Enjoy!

ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model

Launch HN: Respan (YC W24) – Open-source Rust AI gateway built around plugins

Comments

Facebook Pages require paid subscription to post more than two links per month

Comments

Genkit Go vs ADK Go 2.0: A Hands-On Look at Boilerplate and Low-Level Control

Genkit and ADK (Agent Development Kit) are both Google-backed Gen AI frameworks with first-class Go SDKs, and I keep getting the same question: what is actually different when you sit down and write the code? This is not a "which one is better" article. They point at different problems: ADK is an agent orchestration framework (agents, sessions, multi-agent transfer, and since 2.0 a graph-based workflow engine), while Genkit is a GenAI application framework (model calls, flows, structured output,