DeepSeek is no longer the cheapest model API in this comparison. OpenAI's GPT-6 Luna costs $0.10 per million input tokens and $0.50 per million output tokens, which undercuts DeepSeek's deepseek-flash
Wed Oct 07 2026 · 9 min read · 19 views
DeepSeek is far cheaper than Claude, and Claude still wins on the hardest coding and agent work. At October 2026 list prices, a DeepSeek deepseek-flash agent run costs about $9 to $18 a month where
Wed Oct 07 2026 · 10 min read · 13 views
Short answer: the official DeepSeek proxy URL for Janitor AI is https://api.deepseek.com/chat/completions. Pair it with the model deepseek-flash and a key from DeepSeek's own platform. Every other
Wed Oct 07 2026 · 6 min read · 1 views
Running the current DeepSeek V4 models yourself takes a multi-GPU server, not a gaming PC. The official DeepSeek-V4.1-Flash checkpoint is 510 GB, which needs about eight 80 GB GPUs. The larger
Wed Oct 07 2026 · 9 min read · 15 views
AWS Proton is a managed deployment service from Amazon Web Services, and its support ended on October 7, 2026. AWS's guide says you can no longer open the console or reach any Proton resource, and
Wed Oct 07 2026 · 6 min read · 2 views
PostgreSQL 19 is not released yet, but its list of breaking changes is already fixed enough to check your cluster against. The PostgreSQL project released Beta 4 on September 24, 2026. It says the
Tue Sep 29 2026 · 6 min read · 13 views
Google Cloud decommissions the Node.js 20 runtime on Cloud Run and Cloud Run functions on October 30, 2026. That is 31 days away. From that day you cannot create or redeploy a workload on it, and
Tue Sep 29 2026 · 6 min read · 16 views
Claude Sonnet 5.5 launched on September 28, 2026 at the same price as Claude Sonnet 5, $2 per million input tokens and $10 per million output tokens. Moving to it is not a model-ID swap. Several
Tue Sep 29 2026 · 6 min read · 2 views
Java 27 shipped on September 15, 2026, and it is not a long-term-support release. Oracle says it will provide updates to JDK 27 until March 2027, when Oracle JDK 28 supersedes it. The next
Tue Sep 29 2026 · 6 min read · 38 views
Kubernetes 1.34 reaches end of life on October 27, 2026, according to the Kubernetes patch release schedule. That is 28 days away. After that date the Kubernetes project ships no more 1.34 patches.
Tue Sep 29 2026 · 6 min read · 9 views
OpenAI shuts off GPT-4, GPT-3.5 Turbo, GPT-4 Turbo, o1, o1-pro, o3-mini, o4-mini and several other models on its API on October 23, 2026. That is 24 days away. Any call that names one of those models
Tue Sep 29 2026 · 6 min read · 11 views
GitHub Actions starts moving the ubuntu-latest label from Ubuntu 24.04 to Ubuntu 26.04 on October 19, 2026. The rollout finishes by November 19, according to the GitHub changelog entry from September
Tue Sep 29 2026 · 6 min read · 15 views
If a project upgraded to AI SDK 7 and its per-request token costs suddenly look higher than before, nothing is actually costing more. result.usage used to report only the final step's tokens. In AI
Tue Sep 29 2026 · 6 min read · 6 views
Vercel disabled Node.js 20 for new Builds and Functions on October 1, 2026. Here is what breaks, what still works, and the one-line fix.
Tue Sep 29 2026 · 6 min read · 13 views
If you just ran next lint on a Next.js 16 project and got a "command not found" style error, that's not a broken install. Next.js 16.0.0 removed the next lint command entirely. next build no longer
Tue Sep 29 2026 · 6 min read · 23 views
Anthropic signed an $11.6 billion cloud deal with Akamai. Here's what it actually buys — more future capacity, not necessarily fewer outages.
Sun Sep 27 2026 · 4 min read · 3 views
OpenAI disclosed its own AI agents scraped SEC data and misused a Census API. Here's what happened, and the guardrail that was missing.
Sun Sep 27 2026 · 4 min read · 5 views
Claude Code 2.1.277 added AGENTS.md support, but it's a fallback, not a merge. Here's the precedence rule, the /config setting, and the one-line fix.
Sun Sep 27 2026 · 4 min read · 12 views
If you sideload Android apps in the United States or Europe, nothing changes on September 30, 2026. Google's developer verification rule takes effect that day in Brazil, Indonesia, Singapore, and
Fri Sep 25 2026 · 5 min read · 36 views
GPT-6 Sol costs exactly half as much per token as Claude Opus 5.5, but that does not make it half the cost of finishing your work. Sol is cheaper per attempt. Opus 5.5 succeeds more often on hard
Fri Sep 25 2026 · 6 min read · 2 views