Integration Patterns That Don't Break
Connecting third-party platforms into one ecosystem without creating a fragile mess.
Integrate for resilience
Point-to-point hacks between tools feel fast and age badly. Durable integration uses stable APIs, clear contracts, and sync layers that tolerate failure.
We design integrations so data flows automatically, stays consistent, and survives upstream changes — turning disconnected tools into one source of truth.
Related Topics
From the blog
View all posts
One robots.txt Line to Opt Out of AI Training: OpenAI, Google, Microsoft and Anthropic Back __usage_ai-training
On October 30, 2026, OpenAI, Google and Microsoft said they will honor a shared robots.txt token, __usage_ai-training, drafted at the IETF by Anthropic's Kevin Kelley. One group in robots.txt can now tell every participating AI lab not to train on your site. Here is the exact syntax, each company's timeline, Bing's new grounding controls and what the token cannot do.
Mistral Large 4 "Le Chonk" Goes Open Weight: 1T Parameters, Top Open Coder, Built for Cyber Defense
On October 29, 2026, Mistral released the weights of Mistral Large 4 (Le Chonk), its 1-trillion-parameter flagship. It leads open models on FrontierCode 2.0 (19.7%) and Terminal-Bench 4.0 (41%), matches GLM-5.3 on the AA Coding Agent Index with 47% fewer tokens, and refuses 96.6% of malicious cyber requests. Here are the specs, scores, licence, hardware and the catch.