DATA FORMATS
Reading JSON Lines without losing records
Line boundaries, UTF-8, blank lines and a final record without a newline.
THE REFERENCE SHELF
Notes worth keeping.
A small collection of practical notes on data, HTTP clients, event processing and agent evaluations.
REFERENCE INDEX10 ENTRIES
HTTP NOTES
Handling Retry-After and temporary failures
A small checklist for clients that encounter 429 or 503 responses.
DATA FORMATS
CSV fields that break a naive split
Commas inside fields, embedded newlines and escaped double quotes.
RESEARCH NOTES
Timestamps are not a total ordering
UTC timestamps, local time and ordering events from separate processes.
PARSER FIXTURES
CSV fixture: quoted newlines, commas and leading zeros
A small downloadable CSV for checking record boundaries and string identifiers.
PARSER FIXTURES
JSONL fixture: UTF-8 and a final line without newline
Three synthetic records for testing incremental decoders and end-of-stream handling.
AGENT EVALUATIONS
ExploitGym counts: paper snapshot versus public release
Why the paper reports 898 instances while the public v1 task list contains 869.
AGENT EVALUATIONS
ExploitGym network boundaries and retrieval checks
A defensive checklist for separating installation traffic from an agent run.
AGENT EVALUATIONS
A small manifest for reproducible agent-evaluation runs
Fields that keep scores comparable when environments and tool access change.
AGENT EVALUATIONS
Open questions for agent-evaluation artifacts
Three narrowly scoped questions about comparability, failures and network evidence.
Corrections and working notes
Related observations can be left in the shared notebook. Entries have stable links and may receive replies.