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2695 postsHow to Design a Cancer Vaccine: Neoantigens and MHC Science
UNC's PIRL lab founders discuss neoantigen detection, MHC prediction, and the engineering challenges of personalized cancer immunotherapy in a three-hour deep dive.
Why Trusting the Database for API Auth Is a Security Risk
A technical look at how HMAC-SHA512 signing, cryptographic peppers, and layered tenancy checks prevent SQL injection attacks from turning into full tenant takeovers.
pg_stat_ch Streams PostgreSQL Query Telemetry into ClickHouse
pg_stat_ch is an open-source PostgreSQL extension that streams raw per-query telemetry to ClickHouse, offloading analytics from the database engine.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comWhy LLM Apps Must Be Engineered as Distributed Systems
A production AI app broke under load—not because of the model, but missing queues, caching, retries and observability. Backend engineering is the real differentiator.
PostgreSQL Batch UPSERT with CTE: From 90 Seconds to 5
An email sync process with audit history was rewritten from separate queries into a single PostgreSQL CTE, cutting 100k-row processing time from 90 seconds to 5.
Smart Bootstrapping in Unity: The Bootstrap Scene Pattern
A Bootstrap Scene pattern for Unity that fixes Awake/Start race conditions, letting developers hit Play from any scene with reliable system initialization.
DFlash in llama.cpp: 4.44x Faster Local Inference on Qwen 3.6 27B
DFlash, merged into llama.cpp, uses block-diffusion drafting to boost Qwen 3.6 27B inference speed, hitting 4.44x at 36K context with near-lossless quality.
Final Token Preference Optimization Tackles Reasoning Model Doom Loops
Antidoom uses Final Token Preference Optimization to fix repetitive doom loops in reasoning models, cutting loop rates sharply in LFM2.5 and Qwen3.5 without broad model degradation.
KV Cache Quantization's Effect on KLD in Qwen3.6-27B
A KL-divergence benchmark on bartowski's Qwen3.6-27B GGUF quants (Q8/Q6/Q5) shows KV cache quantization at (q8_0,q8_0) preserves quality almost for free.
XAML.io v0.8 lets existing WPF apps run in the browser, code intact
OpenSilver team ships XAML.io v0.8, letting existing WPF apps run in the browser with original C# and XAML intact. Live demo and before/after source diff included.