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News
Fusion, a harness that maximizes the performance of GPT-6 Astra and Claude Fable, has been released, offering performance equivalent to using Claude Code or Codex while reducing costs by up to 39%.
19+ min ago (472+ words) Cognition, the developer of the AI agent 'Devin,' has developed 'Fusion,' a harness that enhances the performance of OpenAI's 'GPT-6 Astra' and Anthropic's 'Claude Fable.' Introducing Fusion in Devin Desktop & CLI | Cognition https://cognition.com/blog/local-fusion While state-of-the-art AI models possess image understanding…...
A live crypto price ticker on a static site, three ways
27+ min ago (635+ words) I run a small static site on Netlify and wanted a scrolling price ticker across the top. No build step, no server, and ideally no signup. Here is what I tried and where each one hurt. The shortest path is…...
test-perplexity-gpt-5 vs test-perplexity - AI Model Comparison
10+ hour, 31+ min ago (14+ words) OpenCode Related comparisons. Other model pairs to check....
Best LLM for Coding in 2026: Claude Opus 4.8 vs GPT-5.5 vs Gemini 3.1 Pro (With Enterprise Governance Guide)
41+ min ago (466+ words) When evaluating LLMs for coding assistance, consider these key dimensions: The table below compares the three leading frontier models generally available via API as of August 2026. Note: GPT-5.5 applies 2× input and 1.5× output pricing for sessions exceeding 272K input tokens. All prices…...
I Moved Everything to Kubernetes, Then Moved It Back
52+ min ago (612+ words) One rule kept the migration honest: external domains and ports never change, and the reverse proxy stays the anchor. Move a service in, get it working on k3s, then repoint the proxy rule. The public surface never moved while the backend…...
Stop Returning “Access Denied”
32+ min ago (540+ words) Security teams spend a lot of time deciding whether a request should be allowed. The person making that request experiences the decision through a much smaller interface: usually a status code and a sentence. This is Part 3 of Security Infrastructure…...
ChatGPT vs Claude vs Gemini for Small Business: Why Infrastructure Differences Matter More Than Model Size
41+ min ago (530+ words) Verdict: For most small businesses, the differences in underlying infrastructure between AI providers like OpenAI (ChatGPT), Anthropic (Claude), and Google (Gemini) will impact your day-to-day experience more than subtle differences in model capabilities or features. Look for evidence of robust…...
How to find LM Studio plugins and MCP servers
47+ min ago (617+ words) Browse native LM Studio plugins and MCP servers, find tools by capability, and check what you need before adding them to your local setup. Tagged with ai, mcp, opensource, tutorial....
Your Cache Is Part of the Security Model
39+ min ago (418+ words) This is Part 4 of Security Infrastructure in Practice, a series about what happens when security design meets production systems. Caches are supposed to make authorization faster. They can also keep an old permission alive after the source of truth has…...
Turning Mermaid ER diagrams into shareable 3D schema tours
41+ min ago (20+ words) Mermaid erDiagram is great for... Tagged with mermaid, sql, database, opensource....