The Workflow Feature That Makes Agents Less Expensive

The Workflow Feature That Makes Agents Less Expensive

Claude Code workflows, enterprise Codex deployments, and rising token costs all point to the same lesson: coding agents need operating systems, not just better prompts. Alex and Sam dig into /workflows, on-prem Codex, CI for agents, and the new decision fatigue of choosing where each task should run.

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Jaksot(24)

Your OpenClaw Updates Need a Canary, Not Courage

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, an...

2 Elo 20min

Claude Code Changed Engines—Your Evals Just Broke

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 f...

24 Heinä 19min

Better Agent Tools Made Code Review Worse

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 detai...

14 Heinä 18min

Your AI Coding Benchmarks Are Lying To You

Your AI Coding Benchmarks Are Lying To You

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...

3 Heinä 18min

The Tiny Local Model That Changes Your Agent Budget

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-s...

26 Kesä 18min

Your Coding Agent Needs a Bouncer Now

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 en...

19 Kesä 19min

Verification Is Now Your Coding Agent Bottleneck

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 cod...

17 Kesä 11min

Cursor's Tokenomics Reckoning Hits Every Coding Agent

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 deskto...

5 Kesä 16min