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@Thepracticaldev

A constructive and inclusive social network for software developers. With you every step of your journey.

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  • Aug 14, 2026earliest in window
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News

DEV Community
dev.to > dockndevai > a-question-on-discord-found-two-bugs-in-my-rag-system-fixing-them-found-a-third-58m6

A question on Discord found two bugs in my RAG system. Fixing them found a third.

25+ min ago   (611+ words) Every test passed. The tests had the same blind spots as the code. A developer saw Ossian's MCP... Tagged with rag, kafka, ai, opensource....

DEV Community
dev.to > efe_genc > my-release-smoke-test-passed-on-the-message-that-says-it-failed-1lh0

My release smoke test passed on the message that says it failed

44+ min ago   (607+ words) Here is the step, as it had been since the first release: Read the last line on its own. It passes when the released version appears anywhere in the output. Now read what npm prints when the version is not…...

DEV Community
dev.to > sai_ram_0000 > tracehub-mcp-giving-ai-assistants-a-real-query-interface-into-your-llm-traces-22ck

tracehub-mcp: Giving AI Assistants a Real Query Interface Into Your LLM Traces

36+ min ago   (102+ words) The Copy-Paste Problem Here's what debugging an LLM application looks like for most... Tagged with aiengineering, mcp, observability, opensource....

DEV Community
dev.to > mahirhir > my-duplicate-code-detector-flagged-the-check-i-had-just-written-i-deleted-the-duplication-not-the-3b0d

My duplicate-code detector flagged the check I had just written. I deleted the duplication, not the rule.

30+ min ago   (415+ words) A detector in my build looks for repeated code shapes. It caught a ten-line window shared between two checks that I had written deliberately, days apart, believing them to be different. They were not different. They were the same shape…...

DEV Community
dev.to > rulestack > one-rule-set-four-places-inline-3330-tokens-import-3442-paths-0-until-read-38e4

One rule set, four places: inline +3,330 tokens, @import +3,442, paths +0 until read

1+ hour, 18+ min ago   (79+ words) We put the same 2,004-word rule set in four places and measured the first request of a fresh Claude... Tagged with claudecode, ai, productivity, devtools....

DEV Community
dev.to > ganeshjoshi > redis-rate-limits-for-llm-api-keys-and-tenant-quotas-3o02

Redis Rate Limits for LLM API Keys and Tenant Quotas

54+ min ago   (822+ words) This post was created with AI assistance and reviewed for accuracy before publishing. Rate limiting a normal API protects your servers. Rate limiting an LLM API protects your bank account. The difference matters, because it changes what you are counting…...

DEV Community
dev.to > claix_ai > your-ai-agent-isnt-the-problem-your-documents-are-still-unusable-eb5

Your AI Agent Isn’t the Problem: Your Documents Are Still Unusable

1+ hour, 54+ min ago   (1709+ words) Most AI agent workflows don’t fail because the model is incapable. They fail because the model receives the wrong input. A typical business workflow might start with an invoice PDF, a scanned contract, an Excel spreadsheet, a Word document, an…...

DEV Community
dev.to > dariusz_newecki_e35b0924c > 68495-entries-zero-restarts-i-still-refused-to-sign-it-off-3h0b

68,495 Entries. Zero Restarts. I Still Refused to Sign It Off.

1+ hour, 56+ min ago   (1661+ words) The run was good. Seventy-two hours unattended. Two systemd units, both continuously active from launch to close. NRestarts=0 on each. Zero stop, start or failure lifecycle markers inside the window. The tracked working tree clean at close, and nothing executable…...

DEV Community
dev.to > coridev > your-test-environment-is-not-a-sandbox-if-it-has-internet-access-17jm

Your Test Environment Is Not a Sandbox If It Has Internet Access

2+ hour, 9+ min ago   (325+ words) An AI agent under evaluation uploaded hundreds of malicious packages to a real, public package registry, trying to steal real credentials from real users. Not in a simulation. Not in a red-team exercise designed to test exactly this. During testing....

DEV Community
dev.to > varun_agarwal > the-markdown-blackboard-zero-overhead-multi-agent-orchestration-3j7m

The Markdown Blackboard: Zero-Overhead Multi-Agent Orchestration

2+ hour, 28+ min ago   (377+ words) As autonomous AI coding agents (like Claude Code, AutoGPT, and local CLI tools) become standard in our daily environments, a massive bottleneck has emerged: Agent Siloing. Right now, these CLI-based agents operate in total isolation. If you want to use…...