InfoQ - AI Coding

Article: Systemic Approach to Memory, Knowledge, and Context in Agentic AI Architectures

Adi Polak — Mon, 02 Nov 2026 11:00:00 GMT

The article argues that reliable agentic AI architecture depends on a context engine that selects, injects, compresses, and expires information before it reaches the model. It separates context, memory, and knowledge, and recommends tiered memory, curated knowledge, and token budgeting. It also covers common anti-patterns, such as context stuffing and stale data loops, with mitigations.

By Adi Polak

Presentation: The Ladder is Missing Rungs: Engineering Progression When AI Ate the Middle

Alasdair Allan — Fri, 30 Oct 2026 11:00:00 GMT

Alasdair Allan discusses empirical research from METR and Anthropic on AI coding adoption. He explains the "supervision paradox," where reliance on AI tools disrupts junior skill development, risks institutional context loss, and threatens the long-term engineering pipeline needed to oversee autonomous systems effectively.

By Alasdair Allan

Article: InfoQ AI, ML and Data Engineering Trends Report - 2026

Srini Penchikala, Chip Huyen, Daniel Dominguez, Hien Luu, Arthur Casals — Fri, 30 Oct 2026 09:00:00 GMT

This InfoQ Trends Report offers readers a comprehensive overview of emerging trends and technologies in the areas of AI, ML, and Data Engineering. This report summarizes the InfoQ editorial team’s and external guests' view on the current trends in AI and ML technologies and what to look out for in the next 12 months.

By Srini Penchikala, Chip Huyen, Daniel Dominguez, Hien Luu, Arthur Casals

Podcast: AI, ML, and Data Engineering InfoQ Trends Report 2026

Chip Huyen, Daniel Dominguez, Hien Luu, Arthur Casals — Fri, 30 Oct 2026 09:00:00 GMT

In this episode, members of the InfoQ AI and ML editorial staff and friends of InfoQ discuss the current trends in the domain of AI, ML and Data Engineering. One of the regular features of InfoQ are the trends reports, which each focus on a different aspect of software dev. These reports provide the InfoQ readers and listeners with a high-level overview of the topics to pay attention to this year.

By Chip Huyen, Daniel Dominguez, Hien Luu, Arthur Casals

Bug0 Releases QA Agent to Automate Regression Testing with Cached Playwright Replays

Bruno Couriol — Thu, 29 Oct 2026 15:17:00 GMT

QA Agent is a new source-available Playwright library for agentic browser regression testing. The agent associates test instructions expressed in natural language to actions on the user interface, caches those when appropriate for faster CI replays, remapping them to test specifications when the user interface changes. Verification is based on multi-model consensus and vision model evaluations.

By Bruno Couriol

Cloudflare and VoidZero Introduce tsrs: an AI-Generated Rust Port of TypeScript

Daniel Curtis — Tue, 27 Oct 2026 07:34:00 GMT

Cloudflare, VoidZero and Max Schwenk announced tsrs, an experimental Rust port of the TypeScript compiler, built with the TypeScript team's involvement. Cloudflare claims up to 8x faster checking and 70% less memory than TypeScript 7.0, though one test against 7.1 beta showed 2.7x. It lacks watch mode and a language server, and exits with code 2 on type errors.

By Daniel Curtis