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OZOliver Zehentleitnerblog.technopathy.club10h ago · 7 min read

Keep the Why vs. Claude Code Auto Memory vs. MemoryCustodian vs. AgentsRoom

"Project memory for coding agents" now means at least four different things, and most comparisons put them in one list as if they competed. They mostly don't. Before comparing tools, ask three questio

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DMDaisuke Masudadaisuke.masuda.tokyo15h ago · 17 min read

Making AI Agents Safe and Fast

An agent investigating a production incident might read logs, search Jira, inspect GitHub, patch a service, and suggest a deployment. Each step needs different evidence and different authority. A usef

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ADAce Data Cloudacedatacloud.hashnode.dev1h ago · 5 min read

How to Extend Claude Code with MCP Tools: A Practical Guide

Claude Code is excellent at working inside a repository, but the moment a task needs fresh research, a cover image, a demo clip, or a shareable link, the workflow often falls apart into browser tabs.

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Uuntactituntactit.hashnode.dev5h ago · 5 min read

I grew my agent instruction file from 90KB to 147KB. Violations did not drop. The 8 rules I moved into code did.

You have a rule you want your AI agent to follow. You write it in AGENTS.md. It gets broken. You write it in more detail. Still broken. You add another clause. After 48 days of doing that, my resident

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VSVaibhav Srivastavapdfretype.hashnode.dev7h ago · 4 min read

Keep the Why: Claude Code Auto Memory vs MemoryCustodian vs AgentsRoom

As AI coding assistants transition from simple autocomplete tools to autonomous software engineering agents, managing context across long sessions and complex codebases has become one of the most crit

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RRulestackrulestack.hashnode.dev13h ago · 14 min read

Six CLAUDE.md files, six codewords: three at launch, two after a Read, one behind an env var

We put a codeword in six CLAUDE.md files and found that the parent-directory, working-directory, and CLAUDE.local.md files were in the first request at about 1,600 tokens each, while the two subdirect

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DMDus Mamuddusmamud.hashnode.dev18h ago · 6 min read

How I Automated 9:16 Vertical Video Generation for Codebases

How I Automated 9:16 Vertical Video Generation for Codebases Building an open-source CLI that turns GitHub repositories into beat-synced dev reels and shorts. A few weeks ago, I finished building a d

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PApenuel akompenuel-dem.hashnode.dev18h ago · 6 min read

How to Set Up BYOK with Azure OpenAI in VS Code (And Why It Keeps Failing)

I spent an entire day going back and forth trying to get my Azure-deployed models working in VS Code Copilot Chat. No clear error, no real documentation that connected the dots — just the same "Access

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JVJason Vertreesjvertrees.hashnode.dev1d ago · 3 min read

Building on Rented Intelligence: The Receipts Behind Claude's Silent Downgrade

For weeks, I've been watching Claude suddenly choke on fully specified engineering tasks it used to crush. I called it exactly what it felt like: Anthropic was silently lobotomizing their models. When

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RRulestackrulestack.hashnode.dev1d ago · 15 min read

Will Claude Code call your skill on its own? 38 runs, one skill, seven ways to describe it

We gave Claude Code one commit-message skill, changed only how it was described, and ran a small set of requests against it 38 times in headless mode. "Helps with git stuff." was called 0 times in 6 r

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#developer-tools

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Trending tags this week

Keep the Why vs. Claude Code Auto Memory vs. MemoryCustodian vs. AgentsRoom

Making AI Agents Safe and Fast

How to Extend Claude Code with MCP Tools: A Practical Guide

I grew my agent instruction file from 90KB to 147KB. Violations did not drop. The 8 rules I moved into code did.

Keep the Why: Claude Code Auto Memory vs MemoryCustodian vs AgentsRoom

Six CLAUDE.md files, six codewords: three at launch, two after a Read, one behind an env var

How I Automated 9:16 Vertical Video Generation for Codebases

How to Set Up BYOK with Azure OpenAI in VS Code (And Why It Keeps Failing)

Building on Rented Intelligence: The Receipts Behind Claude's Silent Downgrade

Will Claude Code call your skill on its own? 38 runs, one skill, seven ways to describe it