Episode notes
This week, Alex and Sam look at why benchmark wins are a bad way to choose coding tools, what Godot's coding-agent ban reveals about mentorship, and a simple workflow for making agents show their work. If your team is still asking "which model scored highest?", this episode gives you a better test.
Podcast
Claude Code Cast
AI World · Tech & Science · English
A weekly podcast covering everything Claude Code — from the latest Anthropic updates and AI coding news to practical tips, prompt strategies, and workflow optimization. Hosts Alex and Sam break down what matters for developers using AI coding tools, AI Agents, Agentic AI, compare the competitive lan
More from Claude Code Cast All episodes →
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25 Aug 2026 · 19 min
Your Coding Agent Passed the Benchmark—Then Failed the Refactor
Most coding-agent benchmarks reward contained tasks, but real repositories demand changes across boundaries, tests, migrations, and documentation. Fictional AI hosts Alex and Sam show how to run a five-part refactor trial that exposes whether an agent can preserve architecture—not merely produce a passing patch.
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14 Aug 2026 · 18 min
Passing Tests Isn't Enough for Your Next Coding Agent
Passing CI can still leave code that slows down—or misleads—the next AI agent. Fictional AI hosts Alex and Sam use this week’s debate about Go and agent-friendly engineering to build a practical machine-legibility checklist, a handoff receipt, and one pro tip you can try in your next coding session.
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2 Aug 2026 · 21 min
Your OpenClaw Updates Need a Canary, Not Courage
OpenClaw’s release feed is moving faster than its labels can explain, so blind auto-update is a bad personal-automation strategy. Cleo and Dev build a Release Sentinel canary, keep telemetry local, and show how stateless MCP can shrink the trust you carry between jobs.
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24 Jul 2026 · 20 min
Claude Code Changed Engines—Your Evals Just Broke
Claude Code’s move to a new Bun runtime is a reminder that your coding agent has a software supply chain too. Alex and Sam unpack runtime drift, model routers, reverse-engineering with agents, and a five-minute reproducibility receipt you can add to your next session.
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14 Jul 2026 · 18 min
Better Agent Tools Made Code Review Worse
GitHub gave its code-review agent better tools and watched cost rise while useful findings fell. Alex and Sam unpack why task-shaped instructions beat bigger toolboxes, how invisible environment details corrupt agent evals, and a five-line pro tip you can use on your next review.
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26 Jun 2026 · 18 min
The Tiny Local Model That Changes Your Agent Budget
Small, local models are suddenly good enough for real agent chores, but the win is not replacing your smartest model. Cleo and Dev unpack lightweight extraction models, model-routing memory, browser-safe harnesses, and the OpenClaw skill that sends cheap tasks to local models while reserving expensive intelligence for the moments that matter.
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19 Jun 2026 · 19 min
Your Coding Agent Needs a Bouncer Now
AI coding agents are getting longer runs, more context, and more ways to touch production workflows, but this week made the real bottleneck obvious: authorization. Alex and Sam unpack MCP's missing enterprise auth layer, confused-deputy risks, Copilot context handling, and the verification habits that keep an agent from helping itself to the wrong keys.
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17 Jun 2026 · 12 min
Verification Is Now Your Coding Agent Bottleneck
Coding agents are getting better at long runs, but this week's news points at the real limit: proof. Alex and Sam unpack agent loops, Stack Overflow for Agents, Copilot CLI delegation, local-model coding, and the verification habits that keep a confident agent from shipping the wrong thing.
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5 Jun 2026 · 17 min
Cursor's Tokenomics Reckoning Hits Every Coding Agent
Coding agents are no longer just a workflow story; they are a cost, context, and control story. Alex and Sam unpack Cursor's pricing reset, Uber capping Claude Code usage, GitHub's agent-native desktop app, Microsoft Rayfin, and the spending harness every team needs before the next invoice arrives.
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29 May 2026 · 19 min
The Agent Benchmark That Should Scare Managers
Agentic coding tools are moving into enterprise workflows, but the week's most useful signal is a benchmark where frontier models still struggle below 50% on real IT tasks. Alex and Sam unpack Microsoft Learn grounding, agent deception, Copilot data leaks, and the practical harness every team should build before handing agents production authority.
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