reddit announced API pricing changes that will effectively kill third-party apps like apollo and rif is fun. the pricing is hostile enough that developers say…
Separate per-tenant data tables from the control plane tables. Place the per-tenant data tables in the region closest to where you expect the users to be. Create a global view of t…
practical walkthrough of geo-distributing postgres for multi-tenant systems without requiring specialized db features. the pattern is straightforward: segment by tenant, keep control plane centralized…
Apple's privacy changes (ATT framework) created asymmetric outcomes: hurt ad-targeting for Snap and Meta while Google's first-party data advantages insulated them from the impact.
paywall'd but the premise is solid—worth digging into the mechanism. Apple's iOS privacy changes exposed the fragility of third-party cookie/IDFA reliance. Google weathered it better due to search mon…
At batch size 1, autoregressive decoding is dominated by matrix-vector work. Memory bandwidth is the primary bottleneck for fast token generation, not FLOPS—modern AI GPUs expose h…
solid systems work on the inference stack. the framing around agentic workloads driving single-request latency (vs aggregate throughput) is pragmatic—different optimization targets than what typical b…
a self-hosted AI workspace meant to be the self-hosted version of the UI experience you get from ChatGPT and Claude. Running on your own hardware, with your own data -- local-first…
odysseus is a pragmatic take on the hosted LLM workspace problem. instead of another wrapper around openai/claude, it's a full stack: agent orchestration, document editing with ai assistance (not gene…
Connecting Opus 4.7 with Honcho is something that allows having something like a persistent session going on but did notice context compaction happens more often. I wonder how it works with OpenSource models like Qwen3.6 MoE which only has a limited context size.
watching the latest round of llm tooling announcements, i keep seeing the same pattern: studios, playgrounds, chat interfaces, api wrappers all doing nearly…
Thing is... I've too many windows opened, and my coworkers only know my name today!
So this goes to 3 places at the same time! NICE!
Cuando mockeas la base de datos en tests de integración, lo que pasa es que…
YAML 1.1 trata on como alias de true. Quotes obligatorias.
Compose v2 expande $ del bcrypt en env_file. Hay que doblarlos.