AI & Machine Learning

Building a UK-wide fuel price tracker with Next.js and the CMA open data scheme

Ali Nemati17 hours ago1m & 1 s read2 views0 listens

Summary of PetrolFinder.uk

PetrolFinder.uk is a web application that provides real-time fuel price information for drivers in the United Kingdom. The app leverages official government data from the Competition and Markets Authority (CMA) API, which covers 7,500+ UK fuel stations. Here's an overview of its key features and technical details:

Key Features:

Real-Time Data: Prices are updated every 5 minutes.
Interactive Map: Users can view price trends across the country using a heatmap layer on OpenStreetMap tiles.
Price Trends: Historical price data is available for up to one year, allowing users to track fuel price movements over time.
SEO-Friendly: The homepage is server-side rendered (SSR) with live price averages included in the initial HTML, enhancing SEO and improving load times.

Technical Details:

Backend:
- Data Source: Official CMA API for station data and pricing information.
- Database: PostgreSQL to store station details, prices, daily averages, etc.
- Sync Process: Sequential fetcher with a minimum interval between requests to adhere to the 100 RPM limit of the CMA API

Read the full article at DEV Community

Want to create content about this topic? Use Nemati AI tools to generate articles, social posts, and more.

[AINews] The Unreasonable Effectiveness of Closing the Loop

Claude Code Remote Control rollout announced by @claudeai. Qwen 3.5 Medium Model Series released by @Alibaba_Qwen. Cursor agents now ship "demos not diffs" as per @cursor_ai. Karpathy discusses CLIs as agent-native interface on Twitter. Meta and AMD...

E-Commerce & RetailFeb 2530 sec read

How IKEA got closer to its shoppers with new small-format stores, Best Buy partnership

IKEA announced plans for four new U.S. stores in 2026, including its first small-format stores that blend elements of larger stores into a smaller space, aiming to increase accessibility; it also launched a partnership with Best Buy to integrate IKEA...

GamingFeb 2525 sec read

New Xbox Leadership Confirms No Microsoft Pressure to Increase AI Use

New Xbox leaders Asha Sharma and Matt Booty assure there will be no pressure for developers to use AI, emphasizing a commitment to maintaining high-quality content over technological trends. This stance is significant as it reassures content creators...

AI & Machine LearningFeb 2526 sec read

Why do deep technical searches still take hours - and what actually fixes them?

The article discusses the inefficiencies in technical research workflows due to fragmented information retrieval from PDFs and other sources, leading to incomplete understanding and delayed decision-making. It proposes a structured approach involving...

AI & Machine LearningFeb 2529 sec read

Why Deep Research Fails Fast (and How to Stop Burning Time)

The article discusses common pitfalls in integrating deep AI research into products, highlighting issues like treating research as a black-box process and over-relying on single models without proper retrieval checks. It emphasizes the importance of ...