The Future of Product Documentation
Your next customer might integrate your product without ever visiting your documentation site. Their coding assistant will read it for them, choose an approach, and generate the code. What happens when those instructions are outdated? Mintlify’s 2026 State of Knowledge Report highlights the scale of this shift. In August, its sites recorded 257 million agent requests compared with 131 million…
In the era of automated coding assistants, customer integration of products may occur without ever visiting the official documentation site. Coding assistants retrieve relevant instructions, select the most appropriate approach, and generate the required code. However, outdated instructions could pose challenges. Mintlify's 2026 State of Knowledge Report reveals that 257 million agent requests were recorded on their platforms in August, compared to only 131 million human page loads.
Despite this, only 7% of surveyed companies ensured that all knowledge surfaces were accessible to agents. It is crucial to maintain accessible and accurate knowledge. An outdated example, even presented in Markdown or MCP format, can teach incorrect approaches, making it simpler for customers to repeat mistakes.
Consider a scenario where you release an update to your API authentication flow. Engineering implements the change, and someone in DevRel updates the API reference. Nevertheless, the old approach might still exist in a quickstart guide, a support article, or an integration example. Customers may inadvertently rely on the outdated version.
At companies like LI.FI, Netlify, Flutterwave, and Shardeum, documentation work heavily relies on individuals remembering these connections. As products expand, managing this becomes increasingly difficult.
To address this, I believe keeping product knowledge aligned with the software should become an integral part of the shipping process. Every meaningful product change should trigger a review of the associated instructions. Proposed updates should demonstrate the evidence supporting them. Teams should retain control over what gets published, particularly when release timing, version support, or product intent require discretionary judgment.
Thally, a documentation platform, facilitates the connection between product repositories and team explanations. It detects affected content and opens evidence-backed pull requests with proposed updates for team review. Thally serves both people and agents from the same source, ensuring the ongoing responsibility of maintaining alignment with the product.
After a release, the question teams should ask is: Can someone following our published instructions still succeed? This should factor into determining if a release is complete. Visit thally.io for more information.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
