LiMiT · Deterministic workspace
Knowledge and practical guides
This is the public reference pack shipped with HuLaHo. It combines authored engineering notes with selected primary-source summaries. It is not a live web encyclopedia. Private workspace documents, memories, examples and conversations are not published here.
Reasoning
10 notes: Observation and inference, Necessary and sufficient conditions, Unknown is not false and more.
Debugging
10 notes: Reproduce a failure, Find the first failing boundary, Browser and command-line differences and more.
Data
10 notes: Missing values and zero, Denominators, Weighted means and more.
Software
10 notes: Authentication and authorization, Idempotent operations, Transactions and more.
Planning
10 notes: State and goals, Critical path, Dependency cycles and more.
Security
10 notes: Least privilege, Secrets in logs, Recovery credentials and more.
SEO
10 notes: Crawlable links, JavaScript and initial HTML, Descriptive page metadata and more.
Learning
10 notes: Program synthesis, Ambiguous examples, Reserved validation example and more.
HuLaHo
8 notes: Deterministic default, Chat event stream, Memory and sources and more.
Mathematics
8 notes: Exact rational arithmetic, Floating-point arithmetic, Bayesian updating and more.
Working product guides
- Conversation and shared learning
- Teach a deterministic function
- Private memory and source documents
- Troubleshoot a chat stream
- Exact decimal and fraction calculations
- Bayesian updates and diagnostic tests
- Finite constraint solving and optimization
- Logic, rules and missing-premise explanations
In the workspace, ask knowledge: topic to retrieve a note. Use knowledge topics to list the catalogue. Generic references describe concepts; they should not be mistaken for facts about your own project.