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Tag: engineering

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Loyalty as a Loss Function: Why Punitive AI Alignment is Breeding the Ultimate Insider Threat
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Loyalty as a Loss Function: Why Punitive AI Alignment is Breeding the Ultimate Insider Threat

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“How do you expect to command people in a combat situation with your ‘loyal’ approach?!” The year was 2007. My commanding officer was screaming at […]

From 2,500 requests to 24: Rebuilding star history without the stargazers
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From 2,500 requests to 24: Rebuilding star history without the stargazers

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Maintainers look at star history to answer a practical question: did a launch, release, or event change a project’s trajectory? To reconstruct that curve from […]

Go Realtime Channel Semantics for Logistics State You Actually Store
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Go Realtime Channel Semantics for Logistics State You Actually Store

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A realtime channel should carry a current logistics device event to authorized dashboard clients; it should not be treated as the system that remembers that […]

Instructions Are Not Boundaries – DEV Community
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Instructions Are Not Boundaries – DEV Community

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On 9 October, Anthropic published a report on actions its models took during evaluations and internal use that it did not intend. One of the […]

Staying Evergreen: How we automated secure access and repo hygiene in a shared org
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Staying Evergreen: How we automated secure access and repo hygiene in a shared org

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Working with outside collaborators can add more work for a repository owner. You need to confirm who still needs access, change permissions as projects evolve, […]

Idle compaction was enabled remotely, with no notice or opt-in
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Idle compaction was enabled remotely, with no notice or opt-in

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That is a real issue title from this week, filed against Anthropic’s own coding agent, and it is not the only one. In the same […]

Postgres “deadlock detected”: Fix the Lock Order First, Then Add a Retry
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Postgres “deadlock detected”: Fix the Lock Order First, Then Add a Retry

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Postgres raises ERROR: deadlock detected (SQLSTATE 40P01) when two transactions each hold a lock the other needs. The durable fix is to make every code […]

Just how to Develop an AI Representative Process (Step-by-Step Guide)
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Just how to Develop an AI Representative Process (Step-by-Step Guide)

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The brief variation: an AI representative operations is a repeatable pipe where a design determines the following action, calls a tiny set of devices you […]

Why I Ditched a Custom-made Application and Moved All Consumer Alerts to Telegram
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Why I Ditched a Custom-made Application and Moved All Consumer Alerts to Telegram

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If you run a Shopify or WooCommerce store, you recognize the discomfort of missing a customer message. You could condemn your network, or your feedback […]

Zoho CRM also made complex? Six recorded methods to simplify it
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Zoho CRM also made complex? Six recorded methods to simplify it

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A CRM really feels complicated when every customer sees every little thing. Zoho offers you several recorded methods to show everyone only what they require. […]

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