Prompting, Guardrails & Eval

Prompt tools, safety filters, red-teaming, evals, and regression benchmarks.

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medium.com > @mehmetcan.akay4 > configuration-driven-recurring-jobs-in-hangfire-and-skipping-overlaps-instead-of-waiting-for-them-6f93f358ca57

Configuration-Driven Recurring Jobs in Hangfire — and Skipping Overlaps Instead of Waiting for Them

5+ hour, 13+ min ago   (829+ words) Our integration service moves survey and employee data between internal SQL Server databases and an external survey platform. A handful of recurring jobs do the work: push new survey invitees a few times a day, sync employee metadata every morning,…...


medium.com > the-bayshore-blueprint > your-agents-tools-need-failure-semantics-not-just-json-db3fac3e6cb6

Your Agent’s Tools Need Failure Semantics, Not Just JSON

5+ hour, 11+ min ago   (278+ words) For engineers integrating SaaS and legacy systems, and for operators who approve “give the agent access”: a callable tool is a … Your Agent’s Tools Need Failure Semantics, Not Just JSON For engineers integrating SaaS and legacy systems, and for operators…...


shattered.io > esports > fortnite-server-status-alert-bot-2026

Fortnite Server Status: Build a 12-Step Alert Bot [2026]

6+ hour, 42+ min ago   (1347+ words) As of October 6, 2026, Epic’s public status page reports “All Systems Operational” with no open incidents, and the last major version on record is still v42.30. That is useful context for testing: you will mostly be watching a green, quiet feed, so…...


blogs.oracle.com > fusioncoe > run-debug-and-release

Run, Debug, and Release

17+ hour, 44+ min ago   (589+ words) A validated file isn’t a working agent yet. This article covers what happens between your editor and production: trying a workflow with real questions, debugging what it did, saving a DRAFT, and releasing through your pipeline. Debugger term: pinned output....


hackernoon.com > i-added-every-index-but-my-telemetry-pipeline-was-still-quadratic

I Added Every Index, but My Telemetry Pipeline Was Still Quadratic

10+ hour, 55+ min ago   (1300+ words) A 15-minute FPV flight is 9,000 GPS points. My ingest path ran 40 million distance calculations to keep one running total up to date. Last time, I wrote about SearchWork, where normalizing eleven job-board APIs turned out to be harder than any…...


infoq.com > news > 2026 > 10 > opentelemetry-kubernetes-observ

OpenTelemetry Makes Kubernetes Attributes Processor Stable as Observability Schema Matures

9+ hour, 2+ min ago   (331+ words) Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python bottlenecks with Rust via PyO3, demonstrating how to achieve dramatic function-level speedups, seamless integration testing, and meaningful infrastructure cost savings…...


medium.com > @syedahmershah > rag-retrieval-strategies-on-a-50k-document-dataset-bm25-vs-dense-vs-hybrid-5649f017cffb

RAG Retrieval Strategies on a 50k-Document Dataset: BM25 vs Dense vs Hybrid

9+ hour, 38+ min ago   (1088+ words) Say you’ve built a RAG app over 50,000 documents: support tickets, internal docs, maybe PDFs. The demo worked. Then a real user asked a real question, and the model confidently answered from the wrong paragraph. Nine times out of ten, the…...


elastic.co > blog > elastic-stack-8-19-23-released

Elastic Stack 8.19.23 released

1+ day, 1+ hour ago   (578+ words) Get the most relevant context to agents so that they deliver accurate and trusted outcomes Efficiently create, store, and search vector embeddings The speed, scale, and flexibility to power modern application experience Collect, search, explore, and act on large volumes…...


elastic.co > blog > elastic-stack-9-4-8-released

Elastic Stack 9.4.8 released

1+ day, 1+ hour ago   (578+ words) Get the most relevant context to agents so that they deliver accurate and trusted outcomes Efficiently create, store, and search vector embeddings The speed, scale, and flexibility to power modern application experience Collect, search, explore, and act on large volumes…...


elastic.co > blog > elastic-stack-9-5-5-released

Elastic Stack 9.5.5 released

1+ day, 1+ hour ago   (578+ words) Get the most relevant context to agents so that they deliver accurate and trusted outcomes Efficiently create, store, and search vector embeddings The speed, scale, and flexibility to power modern application experience Collect, search, explore, and act on large volumes…...