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AI tools

AI tools are shifting from standalone chat apps to workflow layers that connect models with external systems through MCP, OAuth, scoped access, and guardrails. For developers, the key issue is not just connectivity, but safe integration with databases, logs, functions, and existing toolchains.

9 articles

Claude Code’s hidden checks expose a bad habit
Tools & Apps/Jul 8

Claude Code’s hidden checks expose a bad habit

I break down the hidden Claude Code checks, why they spooked me, and the exact review checklist I’d use instead.

Google DeepMind turns science into tools
Research/Jun 29

Google DeepMind turns science into tools

Google DeepMind’s science tools show how Google is packaging AI for researchers who want precision, not hype.

$0.07 Solana Unchained enters stage 2 presale
Blockchain & Web3/Jun 17

$0.07 Solana Unchained enters stage 2 presale

Solana Unchained entered stage 2 of its $UCHN presale at $0.07, pairing AI tools, SDKs, and security audits for Solana apps.

89.2k-star MCP server directory for tool builders
Industry News/Jun 15

89.2k-star MCP server directory for tool builders

89.2k-star directory of MCP servers that helps builders find, compare, and wire up external tools fast.

5 OpenAI product updates for teams
Industry News/May 30

5 OpenAI product updates for teams

5 OpenAI product updates that show how ChatGPT and related tools are being packaged for teams, developers, and business users.

Nous Portal lets Hermes use one login
Tools & Apps/May 22

Nous Portal lets Hermes use one login

I break down Nous Portal so you can wire Hermes Agent to one subscription, one key, and bundled tools instead of provider sprawl.

OpenCode adds MCP servers with OAuth support
Tools & Apps/Apr 2

OpenCode adds MCP servers with OAuth support

OpenCode now wires local and remote MCP servers into its LLM, with OAuth, per-agent controls, and token-aware guardrails.

Supabase MCP lets AI query your projects
Tools & Apps/Apr 2

Supabase MCP lets AI query your projects

Supabase’s MCP server connects AI tools to projects, databases, logs, and Edge Functions, with read-only mode and project scoping.

MCP Standard in 2026: Integrating AI Tools
Tools & Apps/Mar 26

MCP Standard in 2026: Integrating AI Tools

MCP in 2026: how teams adopt Model Context Protocol for AI tool integration, ensure safe rollouts, and connect hosts with servers.