SShortSingh.
Back to feed

Alova lets developers add caching, retries and pagination to existing Axios setups

0
·2 views

A developer guide published on DEV Community explains how the Alova request management library can be layered on top of an existing Axios instance without requiring a rewrite. Axios continues to handle the actual HTTP requests, while Alova manages higher-level concerns such as caching, request deduplication, pagination state, and automatic retries. The article highlights three common problems with plain Axios in React — unnecessary refetches on every component mount, race conditions during fast page switching, and no retry logic on transient errors. Using Alova's axiosRequestAdapter, developers can plug in their existing Axios instance, including its interceptors and baseURL configuration, with minimal code changes. The guide demonstrates that Alova's usePagination hook can replace manually managed loading, error, and page state across components.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Log in to join the discussion and vote.

Log in

Related stories

0
ProgrammingDEV Community ·

Developer maps 50 web crawling capabilities to help govern AI agent access

Developer Ajnas N B has published a framework mapping 50 capabilities of the open-source Cockroach Crawler tool across seven functional categories for governed web crawling. The guide addresses how AI agents should handle web access not as a single feature but as a stack of distinct decisions covering URL discovery, allowed destinations, data extraction, and resource limits. A core principle of the framework is that the agent's creator should set origin boundaries and resource ceilings, with model-facing inputs able to narrow but never expand those constraints. The article doubles as a practical checklist for developers using any crawler, asking them to define input contracts, output contracts, failure behavior, and authority boundaries before an agent relies on a capability. Cockroach Crawler is available under the MIT license, with the reviewed 0.7.0-rc.1 prerelease accessible via the next channel on npm.

0
ProgrammingDEV Community ·

Building a Voice AI Phone Agent: Why Microphone Timing Is the Hard Part

Developers building real-time voice agents on Twilio Media Streams often encounter a critical feedback loop where the agent's own speech is picked up by its speech-to-text system, causing the bot to respond to itself. The root cause is premature microphone reopening — triggered when the audio stream ends on the server side, not when the caller actually hears the last word. Twilio's mark frame feature offers a reliable fix by signaling the exact moment playback reaches the caller's ear, allowing the microphone gate to open only then. Beyond that single condition, a production-ready system requires four additional checks — including an empty speech queue, no active TTS stream, and a non-generating LLM — to prevent race conditions and cut-off sentences. The author, running this system on a live German phone line, notes that these bugs rarely surface in local testing and only appear on real mobile networks with higher latency.

0
ProgrammingDEV Community ·

Cheap AI Model Beats Frontier Model on Complex Task Using Recursive Query Method

Researchers rebuilt a Recursive Language Model (RLM) system using only OpenAI's budget-tier gpt-4.5-mini, testing it against a direct call to the more powerful frontier model gpt-5.6-sol. The task involved analyzing a 308,367-character context of 3,182 general-knowledge questions to identify the least-common answer category without any labels provided. The frontier model answered incorrectly, while the mini-only RLM arrived at the correct answer by breaking the problem into smaller chunks and processing them recursively through at least 238 model calls over roughly 102 minutes. Although the cheaper model made notable classification errors at the row level, it still reached the right final answer because the true minimum category had a large enough margin to absorb those mistakes. The experiment suggests that structured decomposition — rather than raw model capability — can be the deciding factor in complex analytical tasks.

0
ProgrammingDEV Community ·

Developer Builds NovaCloud22, a Secure File Workspace With Granular Sharing Controls

A developer has built NovaCloud22, a secure file workspace designed to give users greater control over files after they are shared. The platform allows users to upload, organize, and share files via protected links featuring password protection, expiration dates, download limits, and access tracking. A file-request feature lets external users upload files directly to a workspace without needing a NovaCloud22 account. The developer notes that the most complex challenge was engineering the full file lifecycle — from upload and encryption through to storage, sharing, and analytics. The project was motivated by a gap the developer identified in mainstream tools like Google Drive and Dropbox, which prioritize storage and collaboration but offer limited post-share control.