May 15 · 2 min read · In the era of traditional microservices, logging was straightforward: you tracked request payloads, response codes, and database latencies. But when you are deploying agentic AI, standard APM (Applica
Join discussionMay 13 · 3 min read · Get your project compliant for funding The Invisible Tax on Engineering Teams Every engineering team has a "tribal knowledge" problem. It’s the critical context that lives only in the heads of senior
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May 11 · 4 min read · The hard part of document numbering is not incrementing an integer. It is deciding what happens when the integer is reserved, rendering starts, and the render fails. PostgreSQL sequences are built for speed. They are not built for legal numbering. A ...
Join discussionMay 11 · 3 min read · Logs can explain what a service thought happened. They do not prove what happened. Klevar Docs needed an audit trail for rendered documents, invoice events, credit note applications, signatures, voids, and attachments. The usual answer is an events t...
Join discussionMay 6 · 7 min read · What should a finance queue do when two credible records point at the same case? An invoice discrepancy and a contract breach can describe the same dispute. They can also describe two different disputes with the same counterparty, the same currency, ...
Join discussionApr 16 · 3 min read · The problem I built a game engine for a forbidden desert xr port. It works. You can play it. People have played it. But i sat down and did a real audit of the code and found 20 issues. Five of them critical. The engine was lying to me the whole time....
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Apr 3 · 13 min read · Originally published at adiyogiarts.com Learn how to extract YouTube transcripts and thumbnails for Kimi K2 thinking analysis. 256K context to batch-analyze competitor scripting without URL access. data-extraction Bypassing Kimi’s URL Limitations: B...
Join discussionMar 26 · 3 min read · I audited expect, a Claude Code plugin that runs AI-driven browser regression tests via Playwright. It scans your git diff, generates a test plan with AI, executes it in a real browser, and reports pa
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Mar 19 · 4 min read · I tore apart CVE-2025-9318 — a critical SQL injection in the Quiz and Survey Master WordPress plugin affecting every version up to 10.3.1. Classic $wpdb concatenation, trivially exploitable by any authenticated subscriber. 🚨 Critical — Patch Now CV...
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