6 min read
From SDLC to ADLC: how I orchestrate…
Agents write at machine speed. Humans still own merge. An Agentic Development Lifecycle playbook: guardrails, test agents, review tiers, and what to discard before it hits your queue.
Blog 385 posts
Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.
6 min read
AI agents write 741% more code. Releases…
MIT and Wharton tracked 100,000+ GitHub developers through the full pipeline. Code volume explodes. Shipping barely moves. What the attenuation effect means if you run agents today.
4 min read
Anthropic filed confidential IPO paperwork at a…
Anthropic's confidential S-1 keeps the option open for a public listing while enterprise Claude revenue hits a $47B run rate. What confidential filing means, and what changes for teams shipping on Claude.
3 min read
ByteDance open-sourced Bernini for instruction-based video editing
Bernini pairs a Qwen2.5-VL semantic planner with a Wan2.2 DiT renderer. Apache 2.0 weights for V2V edits, reference-guided swaps, and subject-to-video.
4 min read
Meta's VLM3 argues standard vision-language models are…
VLM3 matches expert 3D vision models on depth, correspondence, and pose with three tricks: focal length unification, text pixel refs, and data scaling. No custom loss required.
3 min read
FormGym shows why document form filling needs…
Vision-language agents score under 1% on end-to-end PDF forms until FieldFinder helps them find input fields. Two models, one task, 54-point gains.
4 min read
xAI put Cursor's Composer 2.5 inside Grok…
Composer 2.5 is now a third-party model in Grok Build's /model menu. Here's what that means for terminal agents, model routing, and who should switch.
4 min read
Hermes Desktop gives the Hermes agent a…
Nous Research shipped Hermes Desktop for Mac, Windows, and Linux. Same agent core as the CLI, with previews, voice, and settings in a real app window.