Category: Artificial Intelligence
Claude Code Pauseless Context Compaction: Asynchronous Background Compaction, Session Coordination, Automatic Handoffs and Working With the Lid Closed
GitHub: github.com/andrewbakercloudscale/claude-burst (MIT licensed, macOS). Clone it, run ./install.sh, open the dashboard at http://127.0.0.1:7788. Claude Code has no native pauseless compaction mode: its own /compact, and the automatic compaction it runs as a conversation approaches the end of the context window, both stop the session while the summary is written. Pauseless context compaction is an […]
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Shunting The Boring Work: How Spotify Cut Claude Code Token Usage By 90%, And How To Do The Same Without Their Plugin
Update, 21 September 2026: four days after publishing I built this design into my own tooling, ran it for a day on real work, and switched it off. The guard blocked twelve whole file reads in real projects and delegated none of them, because every time Claude was blocked it read the file in windows […]
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The Lazy AI Strategy: Stop Hiring Young People
If AI Means You No Longer Hire Juniors, You Are Doing AI Wrong I recently read TechCentral’s article, “South African tech juniors squeezed as AI reshapes hiring.” It describes a disturbing shift in the technology labor market. Junior developers are struggling to get into the industry, entry level salaries are under pressure, and companies increasingly […]
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AI Hallucination Is Not Lying. That’s Why It’s Dangerous
The real enterprise risk is provenance collapse: AI can mix retrieved facts, user assertions and fabricated claims without telling you which is which. I spent twenty minutes last week watching a frontier AI assistant invent a fact about me, invent a citation to support that fact, confess under pressure that it had invented both, and […]
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The Great Snowflaking: How AI Could Break the Open Source Model and Force GitHub to Reinvent Itself
For most of the history of software, code was expensive. If somebody had already solved a problem, you reused their solution. You downloaded the library, cloned the repository, installed the package, forked the project or submitted a pull request, because rewriting something that already existed was normally considered wasteful. AI is quietly destroying that economic […]
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From zero to a full AWS account health check with Claude Code
Most AWS accounts accumulate risk quietly. Nobody sets out to leave a broker with zero alarms, or to run two supposedly multi availability zone brokers in the same availability zone, or to leave statement level database logging writing customer data to plain text files. These things happen one reasonable seeming decision at a time, and […]
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Right-Click Any Folder to Launch Claude Code in Ghostty (With Bypass Permissions On)
The friction in using Claude Code has never really been the tool itself, it is the ceremony that surrounds starting it, because you have to open a terminal, remember where the project actually lives, change into that directory, type the command, and then clear the same permission prompt for the twentieth time that morning before […]
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The Fight for Developer AI Spend: Where Should Your $200 Go Right Now?
Anthropic and OpenAI have converged on the same number. Two hundred dollars a month buys the top consumer tier at each company, Claude Max 20x on one side and ChatGPT Pro on the other, and both are pitched in nearly identical language, promising heavy, unlimited feeling access for people who would otherwise burn through thousands […]
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Apple Didn’t Plan This: How the Mac mini and Mac Studio Became the AI Industry’s Favorite Workstation
A follow-up to DGX vs Mac Studio for Local LLMs: A Startup’s Guide to Choosing Your AI Hardware When I wrote the DGX vs Mac Studio comparison in June, the framing was still that a startup buys hardware for its own inference workload. Since then the story has widened considerably. It is no longer just […]
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Two Prices for the Same Model: Building Claude Burst
I recently ran a comparison out of curiosity: what would a normal month of Claude Code usage on a fixed subscription have cost if it had instead been billed at public API rates. I built some local tooling to reconstruct that from session usage, because the standard analytics were not giving me the visibility I […]
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