An Empirical Comparison of General Context-Free Parsers
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Show HN: Local Context and Memory Stack
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Gemma-4-31B at 256K context on a $1,400 AMD GPU – measured, with patches
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Built a Chrome extension to give AI exact UI context instead of screenshots
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Jedify raises $24M to help companies arm AI agents with context on their business
The funding round was led by Norwest, with participation S Capital VC, Cerca Partners, and Oceans Ventures. Snowflake Ventures also participated as a strategic investor.
Show HN: Hades – Unity context graph for Claude Code
I brought you my new open source project for Unity and Claude Code to work in pair. Long story short: Claude usually has a hard time navigating Unity projects - complex scenes, nested prefabs, and even GameObjects with dozens of components attached, each with dozens of properties. Straightforwa...
The Hardest Problem in AI Development Is Context
Bigger context windows do not solve AI coding problems. Better context engineering does, especially on large legacy codebases.
Show HN: Claude Code Context Analyzer
Context window usage analyzer for Claude Code. Tracks how context is consumed across tools, compaction, skills, and user interactions — then visualizes it so you can optimize your sessions.
The Prefill Wall: Why MTP's 2 Barely Moves Long-Context Latency (Qwen3.6-27B, RTX 3090)
My MTP post showed multi-token prediction roughly doubling Qwen3. 6-27B's generation on a 3090. A reader asked the question I'd skipped: what about prompt processing at long context ?
I built a Jira CLI for my AI agents. My team thinks I should have used MCP
I recently put together a tiny open-source tool: a non-interactive, JSON-first Jira CLI tailored for AI agents. I called it the "kubectl of Jira. " The idea is simple: it’s a stateless binary that outputs clean JSON so agents can pipe data straight into jq, grep, or wc without choking on interac...
Show HN: Lore – LLM proxy for coding agent context and memory management
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Community context reshapes microbial proteomes and reduces functional overlap
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OpenLoomi: SOTA Holistic Context Graph for AI Agents
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TokenTamer A proxy that reduces LLM token usage through context compression
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