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Most downloaded

• HyDE, Federated and Streaming RAG

  The three retrieval patterns that fix what a better index cannot: the shape of the question, where the data is allowed to live, and what time it is.

• Skunky: Local-First Compartmentalized LLM Work

  Hand bounded, sanitized work to untrusted LLM workers without exposing raw project files, identifiers, local paths, or secrets.

• Optimizing for People Also Ask

  Maps the related follow-up questions a page should answer and flags the gaps, so you capture the whole question cluster.

• harness-shape: judge an agent framework by its imports

  Three structural checks read straight from a repo's imports. It counts and names modules. It never scores.

• Agent Driven Code Editing

  A prompt, review and verify loop for changing code with an agent instead of editing by hand, with the checks that keep the diff honest.

• Agent Context Files

  Structure the files a long-running agent reads so its instructions stay current instead of going stale.

• Branded ECharts Visualizations

  Turn your brand's colours + fonts into polished, on-brand Apache ECharts charts — bar, line, pie, heatmap, radar, dashboards — rendered to SVG + PNG.…

• Fixing JavaScript Rendering for Crawlers

  Decides whether a page needs SSR or prerendering by checking if its critical content is locked behind JavaScript.

• Consolidating Cannibalizing Content

  Finds pages competing for the same search intent and plans the consolidation that concentrates authority on one.

• Git Timeline Film — play a repository's year

  Any repo's history as a two-minute film: branches peel and rejoin, releases pinned, a daily heatmap on the same axis, and holds that zoom in on real…

• Fine-Tuning GPT Models

  Taking a pretrained GPT and adapting it to a new dataset without undoing what it already knows.

• Preprocessing and Tokenizing Textual Datasets

  Turning raw text into the tokenized, memory-mapped shards a GPT training loop can actually stream.

• Training GPT Models with PyTorch

  A training runbook for GPT models in PyTorch: torch.compile, DDP scaling, checkpoints that actually resume, and LR schedules tied to real steps.

• Tools, Not Clicks: make any website agent-ready with WebMCP

  Retrofit a site so AI agents call typed tools instead of screenshotting the page and guessing which rectangle is the button. The exact document.model…

• Spinning up an AI employee: the Hermes agent stack playbook

  Nine layers, one vendor each, and the 24-hour/7-day sequence that turns them into a $5k/month retainer. Hermes on an Orgo desktop, with its own email…