Do I need to know how to code?

No coding is required. You describe what you want in plain English—for example, "fetch AEC Magazine articles tagged with BIM and summarize them weekly"—and Twin builds and runs the agent for you.

Can my Aecmag agent run on a schedule?

Agents can be scheduled to run automatically—daily, weekly, or at whatever cadence fits your workflow. The AEC RSS Ingestion agent, for example, is well-suited to scheduled runs that check for new articles and filter by author on each pass.

Which Aecmag agents in the Twin community can I clone?

The Aecmag agents section above lists the most-run community builds, with run and clone counts on each card so you can pick a battle-tested starting point. An adapted clone usually beats a blank canvas, especially for Aecmag workflows with established patterns.

What does it cost to run a Aecmag agent on Twin?

Aecmag agents are billed the same way as the rest of Twin — usage-based, with no per-integration upcharge for Aecmag. Intermittent Aecmag runs need fewer credits than always-on Aecmag pipelines, which belong on higher-volume plans.

How long does it take to ship a Aecmag agent?

Most teams have a working Aecmag agent live in two to ten minutes. Authorize Aecmag, write the goal as you would tell a colleague, run once to verify, and schedule from there.

Integration

Automate Aecmag content workflows

Twin agents scrape AEC Magazine articles, filter by author or topic, and deliver structured summaries to your tools—without manual copying.

Automate Aecmag Browse 3 Aecmag agents

Integration guide

How Twin uses Aecmag inside repeatable agent workflows

Twin treats Aecmag as part of a larger workflow, not as an isolated connector. An agent can read the relevant records, combine them with context from other tools, decide what needs to happen next, and report the finished work back to the team.

The page below shows the practical automation patterns for Aecmag: what the agent can monitor, which actions it can take, and how the workflow stays observable when it runs on a schedule.

Common starting points include aec article briefing, construction media monitoring, article data extraction. Each example is designed to become a reusable agent, so teams can start from a narrow job and expand it as the process matures.

Twin is most useful when aecmag workflows may require browser-based access depending on what's available. Twin can fall back to driving the browser directly when structured API access is limited, so you're not blocked by connection gaps.

What you can do with Aecmag

Real Aecmag workflows the Twin community runs every day, ready for you to clone.

Article discovery via RSS pagination

Paginate through the AEC Magazine RSS feed across multiple pages to surface articles that standard single-page reads miss.
Explore
Author-filtered article extraction

Filter fetched articles by a specific author—such as Martyn Day—then extract titles, dates, and links for downstream processing.
Explore
Industry trend summarization

Take scraped Aecmag content on a target construction topic and condense it into a structured brief for business development use.
Explore
Competitive content monitoring

Watch Aecmag search results and pages for new coverage of competitors or market topics, and route updates to Slack or a spreadsheet.
Explore
Structured data export from articles

Extract records—dates, links, statuses, profiles—from Aecmag pages and push them into Google Sheets, Airtable, or Notion automatically.
Explore

How it works

Three steps from idea to a running Aecmag agent.

1

Connect via OAuth

Sign in to Aecmag once. Twin securely manages the connection and handles token refreshes for you.
2

Describe the workflow

Tell Twin in plain English what you want done in Aecmag. The agent figures out the API calls itself.
3

Twin builds and runs

Twin assembles the agent, runs it on demand or on a schedule, and adapts when Aecmag responds in unexpected ways.

Why Twin for Aecmag

What makes Twin a better fit than a generic automation tool.

No API required to get started

Aecmag workflows may require browser-based access depending on what's available. Twin can fall back to driving the browser directly when structured API access is limited, so you're not blocked by connection gaps.

Stops data going stale between tools

Manual copying from Aecmag into CRMs or spreadsheets creates lag and missed follow-ups. Twin runs on a schedule, pulling fresh article data and pushing it where it's needed without human intervention.

Handles pagination automatically

Fetching older Aecmag entries means stepping through multiple feed pages. Twin manages that pagination loop natively, so you get complete article sets rather than just the most recent handful.

Aecmag agents from the community

Be the first to build a Aecmag agent.

The Twin community hasn't published a Aecmag agent yet — describe what you'd like to automate and we'll build it for you in minutes.

Build the first Aecmag agent

Common Aecmag use cases

Patterns that show up across the Twin community — start from one and adapt it.

AEC article briefing

Turn scraped Aecmag articles into topic summaries and business development briefs.

See use case

Construction media monitoring

Track Aecmag coverage of competitors and market themes on a recurring schedule.

See use case

Article data extraction

Pull structured fields from Aecmag pages into spreadsheets for reporting or analysis.

See use case

Industry signal sourcing

Use Aecmag article data to identify companies and contacts active in target construction sectors.

See use case

Build with more than Aecmag

These related integration pages give crawlers and readers another path through the automation catalog. They connect Aecmag to nearby apps, categories, and paired workflows that teams often evaluate together.

See all integrations