AI agent orchestration in Laravel works with queues, batches and the Concurrency facade. Measured timings, failure behavior and when a framework is worth it.
Fri Oct 09 2026 · 11 min read · 4 views
Build a shadcn chat UI for Laravel with useChat streaming. Working route and React code, the real wire format, and four failure cases measured on laravel/ai.
Fri Oct 09 2026 · 11 min read · 1 views
An AI code debugger for Laravel needs the throw site, not 5,000 tokens of framework frames. Six real errors, a tested trimmer and verified fixes.
Fri Oct 09 2026 · 11 min read · 1 views
Generative AI data privacy in Laravel starts before the API call. A tested PHP redactor, what it caught and missed on 2,800 samples, and where raw prompts leak.
Fri Oct 09 2026 · 12 min read · 1 views
AI agents for Laravel developers, explained by building one in 42 lines of PHP. The loop, the parts, a measured cost curve and when not to build an agent.
Fri Oct 09 2026 · 13 min read · 2 views
Five agent architecture patterns, when each one fits, and a token-cost model using current Claude prices. Includes a Laravel sub-agent example.
Fri Oct 09 2026 · 10 min read · 5 views
Every AI code review vendor ranks first on its own benchmark. Compare the published numbers, then run a one-hour seeded-bug test on your own repo.
Fri Oct 09 2026 · 11 min read · 3 views
Coding benchmarks now agree within a few points while prices differ 40 times. See cost per task for ten models and a script to find your own cost per passing task.
Fri Oct 09 2026 · 11 min read · 6 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
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
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
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
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
If your code moves from claude-opus-5 to claude-opus-5-5 and starts returning 400 errors, one of two request fields is the cause. Either thinking is set to disabled, or toolchoice is set to any or
Fri Sep 25 2026 · 8 min read · 88 views
OpenAI removed the Sora 2 Videos API on Sept 24, 2026 with no successor. Compare per-second prices for Veo 3.1, Kling and self-hosted options.
Thu Sep 24 2026 · 5 min read · 8 views
GPT-6 Astra API pricing is $10 per million input tokens, but a prompt over 272K tokens reprices the whole request to $20. Here is the real cost, and how it compares.
Sun Sep 06 2026 · 6 min read · 5 views
The advice you have read about MCP context cost is out of date. The old rule was simple. Every tool you connect gets injected up front, so a big connector spends a chunk of the window before you type
Sat Aug 22 2026 · 6 min read · 9 views
Prompt caching is sold as a saving. It can also be the single largest line on an inference invoice, and the failure is quiet, because a cache write succeeds whether or not anything ever reads it back.
Fri Aug 21 2026 · 6 min read · 12 views
Set temperature=0.7 on Claude Opus 5 and the request fails. The API returns a 400 error, not a warning and not a silently ignored parameter. The same happens with topp, topk, and with the manual
Fri Aug 21 2026 · 6 min read · 74 views