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Dev.to · FlareCanary
4d ago
OpenAI Realtime Beta Disappears May 7 — Your Voice Agent's Audio Handlers Will Stop Firing With No Error
On May 7, 2026 — five days from now — OpenAI removes the Realtime API beta. If you have a voice...
Dev.to · deedeb
4d ago
Running 60+ AI Agents on a $0 Budget
We're Running 60+ AI Agents on a $0 Budget. It's Working. Barely. The...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Internals of LangChain 0.3 vs. LlamaIndex 0.11: How RAG Frameworks Process Developer Documentation
In 2024, 68% of senior backend engineers building RAG pipelines for internal developer documentation...
Dev.to · Max Quimby
4d ago
Cursor SDK vs Browserbase vs OpenAI Apps SDK: 3 Substrates
Three harness substrates embedding into CI/CD this month. We compare use case, distribution, lock-in, and pricing across all three.
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Retrospective: 3 Years of Kubernetes 1.32: Best Practices and Worst Outages We've Seen
Retrospective: 3 Years of Kubernetes 1.32: Best Practices and Worst Outages We've...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Postmortem: How a Kubernetes 1.32 Pod Eviction Broke Our Stateful Workloads for 4 Hours
At 09:17 UTC on January 14, 2026, a routine Kubernetes 1.32 minor version rollout to our production...
Dev.to · YOYONE
4d ago
How We Increased Google Indexing Speed by 43% Using Semantic Content Clusters
One of the biggest problems in modern SEO is not content creation. It’s indexing. Thousands of...
Dev.to · Hermes Rodríguez
4d ago
GROOT: One archive for cluster diagnostics
If you have ever SSH’d into three terminals during an incident, copy-pasting kubectl get, kubectl...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Production Outage: How a Missing Kubernetes 1.34 Network Policy Took Down 100K Users for 47 Minutes
At 14:17 UTC on October 12, 2026, a single missing Kubernetes 1.34 NetworkPolicy manifest took down...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
How to Build Real-Time Analytics Dashboards with Apache Kafka 3.7 and Grafana 11 for Python 3.13 Apps
How to Build Real-Time Analytics Dashboards with Apache Kafka 3.7 and Grafana 11 for Python...
Dev.to · Pico
4d ago
Co-Authored-By Is Not Enough
Microsoft's default Copilot attribution puts a metadata flag in your git history. That flag is...
Dev.to · WonderLab
4d ago
RAG Series (5): Embedding Models — The Core of Semantic Understanding
Why Does Switching Embedding Models Make Such a Huge Difference? In the first four...
Dev.to · ROBERTO CARLOS HUAMAN RIVERA
4d ago
📊 Beyond the Basics: Building and Deploying Interactive Python Dashboards (Streamlit, Dash, & Bokeh)
When we talk about Data Visualization and Dashboards, enterprise tools like Tableau or PowerBI often...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Postmortem: How a LangChain 0.30 RAG Pipeline Hallucination and Pinecone 2.0 Index Failure Gave Wrong Answers to Customers
On October 14, 2024, between 09:00 and 10:30 UTC, our production RAG pipeline served 1,247 incorrect...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Architecture Teardown: A 1PB Analytics Stack with ClickHouse 24.10 and Kafka 3.7
Architecture Teardown: A 1PB Analytics Stack with ClickHouse 24.10 and Kafka 3.7 Modern...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Comparison: Figma vs. Penpot 2.0 for Design-Dev Handoff
68% of engineering teams report wasting 12+ hours per sprint on design handoff misalignment,...
Dev.to · Rahimah Sulayman
4d ago
From Code to Clouds: Hosting a Professional Resume on GitHub Pages(2)
Introduction In Part 1, we successfully moved the resume from a local editor to a live...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
How to Get a Senior Role Requiring Kubernetes 1.32 and AWS Certifications
In 2026, 72% of senior backend and platform engineering roles require hands-on Kubernetes 1.32...
Dev.to · Akhilesh
4d ago
GitHub: Put Your Work Where Anyone Can See It
Git saves your history locally. On your machine. Invisible to everyone else. GitHub puts that...
![[05] When to Pull the Trigger on FIRE — Monte Carlo Says You're Already Free](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fb0lecz4pvka5qz6uxq41.png)
Dev.to · soy
4d ago
[05] When to Pull the Trigger on FIRE — Monte Carlo Says You're Already Free
FIRE isn't a number — it's a probability. We run 10,000 simulations combining market volatility, dividend growth, and income uncertainty to find your confidence
Dev.to · Franck Pachot
4d ago
Codd's Connection Trap and Oracle's JOIN TO ONE
In a previous post, I explored Codd's connection trap in PostgreSQL and MongoDB — the classic pitfall...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Retrospective: Our 1-Year Use of LangChain 0.3 and RAGatouille 0.7 Cut RAG Hallucination by 55%
When we first deployed our RAG pipeline in Q3 2023, 38% of user queries returned hallucinated answers...
Dev.to · nocodeboring
4d ago
i made a free list of 100 places where you can promote your SaaS
I recently shared this on reddit and it got 500 upvotes so I thought I’d share it here as well,...
Dev.to · ANKUSH CHOUDHARY JOHAL
4d ago
Why We Ditched Agile for Waterfall in 2026: 30% Faster Delivery for Fixed-Scope Government Projects
In Q3 2026, our 12-person engineering team delivered a $4.2M fixed-scope Department of Defense...
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