Recent posts tagged developertools

Coding agents cost more than they should, and the reason is easy to miss. Most of the bill isn't the work. It's the agent searching your codebase, then re-sending everything it found on every step. Bitohttps://bito.ai/ is launching Governor today to...

Six coding agents were running. I could not tell you what any of them had done. Not roughly. Not approximately. The output was there, the files had changed, and the honest answer to "which one did that" was a shrug. Three questions in particular had...

It’s a small MIT CLI. The interesting work is still open. Most Firebase → Postgres guides do the same thing: export the project, stuff documents into a jsonb column, call it migrated. You kept the data and lost the shape. FireMigrate does the opposi...

Anthropic released Claude Fable 5.1 and Claude Code a CLI-native agent operating directly inside bash/zsh. We put together an architectural deep-dive analyzing context caching, benchmarks, and terminal pipeline mechanics. Key Technical Points: Cach...

OpenAI launched its Agents API in public beta, exposing the managed harness behind Codex and ChatGPT for Work. Here is a quick dev-focused summary of what changed: The Core Stack Agent: Model + system instructions + defined tools. Session: Maintai...

Got challenged by a senior SRE recently: "Generating MCP configs isn't enough. You need to validate the runtime surface to prove reliability." !https://coderlegion.com/?qa=blob&qablobid=10803388401555381062 They were 100% right. Silent API changes Sc...

!https://coderlegion.com/?qa=blob&qablobid=5537328051665140412 If you are running multi-server Model Context Protocol MCP setups across Cursor, Claude Desktop, and VS Code, you already know the friction: syntax errors in mcp.json, mismatched npx vs u...

We run a curated MCP Registry on AgentShare — for developers and builders who want distribution, not another dead directory. List your MCP and you get: A public profile page on the hub reviewed before publish Open analytics — see how often people c...

Every automation conversation reaches the same fork: pay per execution on someone else's runtime, or run it yourself. The honest version of that decision is not about ideology, it is about which costs you are willing to see as a line item and which o...

As AI agents become more capable, they also need a standardized way to interact with APIs, databases, files, developer tools, and external services. That's where the Model Context Protocol MCP comes in. To help developers explore the ecosystem, I pu...

Building webhook integrations shouldn't require deploying your application every time you make a change. One of the first things you discover when working with webhooks is that your local development environment isn't reachable from the internet. ...

For the past few months, I’ve been obsessing over a single problem: Why does building high-performance, multi-tenant backends still come with so much architectural friction, messy database bottlenecks, and unpredictable orchestration? I built Thinki...

Let me guess your password strategy. You have a "base" password — something memorable, maybe with a capital letter and a number at the end — and you reuse it across most sites with minor variations. MyDog2019! here, MyDog2019# there. Maybe you add t...

Most developers think of a folder tree as a way to organize files. For AI systems, it can be much more than that. The Interpret-able Context Methodology ICM, also known as the Model Workspace Protocol MWP, introduced by Jake Van Clief and David McD...

Most developers still treat the browser like a lightweight preview window. But modern browsers already power: Figma VS Code Web AI applications GPU rendering WebAssembly runtimes Real-time collaboration platforms So why does the average online IDE...