FastMCP with Adam Azzam and Jeremiah Lowin

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Today’s episode of Software Engineering Daily is brought to you by Unblocked.

Your coding agents have access to your codebase, maybe you’ve even connected other tools via MCPs. But access doesn’t mean context. Agents can’t reason across MCPs, they don’t know your architectural decisions, your team’s patterns, or why the API was shaped the way it is. So agents look in the wrong place and deliver bad outputs. Then you spend time correcting—turn after turn.

Unblocked is the context layer your agents are missing. It synthesizes your PRs, docs, Slack, and tickets into organizational context that agents actually understand – so they make better plans, write higher quality code, use fewer tokens, and require fewer correction loops.

If you’re running Claude Code, Cursor, or any agentic workflow, Unblocked is worth a look.

Get a free three-week trial at getunblocked.com/sedaily.

If you’re an engineering leader, you know this cycle.

Your team is focused on building product, but someone in ops needs a dashboard. Marketing needs an admin panel. Finance needs a custom workflow. The requests pile up, and you cannot get to them all.

So people start building their own solutions. Shadow IT spreads. And eventually, you are the one stuck cleaning up tools that were built with duct tape and good intentions.

Retool breaks that cycle.

Their AI AppGen platform gives teams a governed place to build the tools they need, so everything stays secure and under your control. Someone could type, “build me a customer admin panel that manages accounts from Postgres,” and they would get a real, production ready app with proper permissions built in.

Your teams get unblocked, and you do not inherit a pile of technical debt down the road.

So if you are tired of being the cleanup crew for shadow IT, head to retool.com slash se daily and see how other engineering teams are democratizing building without creating chaos.

Because honestly, we could all use a better way to handle internal tools.

Sometimes you just need Retool.