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DEV Community
dev.to > nw_field_memo > tacacs-failover-testing-rejection-outage-and-recovery-are-different-tests-207k

TACACS+ Failover Testing: Rejection, Outage, and Recovery Are Different Tests

12+ min ago   (1131+ words) A TACACS+ rollout needs more than a successful login. Test what happens when one server is unavailable, when none can answer, and when the service returns. For each state, check who authenticated the user, what the user could do, and…...

DEV Community
dev.to > kenimo49 > claude-code-hooks-vs-skills-vs-subagents-three-ways-to-extend-the-agent-and-when-each-backfires-1728

Claude Code Hooks vs Skills vs Subagents: Three Ways to Extend the Agent, and When Each Backfires

37+ min ago   (41+ words) I reached for the wrong extension mechanism three times before the difference clicked. Hooks, Skills, Subagents: how each fires, what it costs in tokens, and the failure mode nobody warns you about. Tagged with claudecode, ai, agents, devtools....

DEV Community
dev.to > marcelotaparelli > why-i-built-my-portfolio-with-bun-astro-mdx-instead-of-a-more-complex-stack-2cmd

Why I Built My Portfolio with Bun + Astro + MDX Instead of a More Complex Stack

32+ min ago   (1367+ words) Choosing a stack is a product decision before it is a technical one. This article documents why this portfolio runs on Bun, Astro, and MDX — and, more importantly, the reasoning that led me to turn down more sophisticated alternatives. Nothing…...

DEV Community
dev.to > eva-nomados > how-to-handle-webhook-errors-in-makecom-4ahl

How to Handle Webhook Errors in Make.com

37+ min ago   (1080+ words) Webhooks are one of the easiest ways to connect different tools with Make.com. They are also one of the easiest places for an automation workflow to break. A webhook may receive incomplete data. A field may have a different…...

DEV Community
dev.to > bhavyshekhaliya > what-to-do-when-an-api-has-too-many-endpoints-for-one-mcp-server-1a77

What to Do When an API Has Too Many Endpoints for One MCP Server

38+ min ago   (953+ words) Large APIs are where MCP design gets interesting. If your API has 15 endpoints, you can review each one by hand and decide which operations should become tools. If your API has 300 endpoints, exposing everything creates a different problem: the MCP…...

PCQ
pcquest.com > tech-explained > the-autonomous-enterprise-why-ai-low-code-and-hyperautomation-are-converging-12/50/6105 > amp

The Autonomous Enterprise: Why AI, low-code and hyperautomation are converging

7+ hour, 32+ min ago   (354+ words) The business is at a new frontier of digital transformation. For years, organisations have incorporated automation, cloud platforms and artificial intelligence, each as its own separate and discrete capability. Today, these maturity levels are increasingly converging into a new model…...

DEV Community
dev.to > hellogung > sql-vs-nosql-kenapa-postgresql-masih-jadi-swiss-army-knife-di-2026-471l

SQL vs NoSQL: Kenapa PostgreSQL Masih Jadi 'Swiss Army Knife' di 2026

1+ hour, 22+ min ago   (23+ words) Sering kali kita... Tagged with postgres, mongodb, database, backend....

DEV Community
dev.to > gaurav_talesara > voice-ai-doesnt-have-a-voice-problem-it-has-a-conversation-problem-pm9

Voice AI Doesn't Have a Voice Problem. It Has a Conversation Problem.

1+ hour, 34+ min ago   (1003+ words) The voice can be natural, the response time can be fast, and the agent can handle thousands of calls. It can qualify leads, answer questions, schedule follow-ups, and update the CRM. And the sales results can still be disappointing. The…...

DEV Community
dev.to > kirandeepjassalcrypto > design-youtube-video-upload-transcoding-cdn-delivery-at-scale-with-production-net-code-3h19

Design YouTube — Video Upload, Transcoding & CDN Delivery at Scale (with Production.NET Code)

1+ hour, 35+ min ago   (420+ words) This is the condensed walkthrough; the full guide (estimates, API, data model, and the full production.NET 9 code) is on my site 👇 The two sides scale very differently: Storage and transcode compute dominate the write side; the CDN is not…...

DEV Community
dev.to > saaro_net > agentic-rag-2026-when-the-ai-decides-how-it-searches-9ck

Agentic RAG 2026: When the AI Decides How It Searches

1+ hour, 49+ min ago   (274+ words) Production systems standardly use LangGraph as the orchestration framework for this, supplemented by LlamaIndex for the retrieval layer. LangGraph's checkpointing makes every step of the agentic loop traceable, pausable (for human approvals), and repeatable – an essential property for compliance and…...