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Tools2026-08-12 · source-backed
A Lighthouse teardown (185 points) documented /models/session/intent, which classifies each prompt into buckets like code-gen, debugging, and reasoning to pick a model, plus a separate /agents/swe/models discovery endpoint (Lighthouse). Context injection is bigger than advertised: up to 20 recently edited files with 8 edit summaries each and 3 lines of context per change, completions pinned at max_tokens 500 and temperature 0. The part that should bother you: the local session store is SQLite holding every message and response in plaintext with no sanitization on write, and there's no default .env protection at individual plan tiers, so credentials from unrelated files can ride along.
Each link below shares sources, entities, or timing with this story.
OpenClaw uses SQLite / Shared entity: SQLite / Shared topic / Earlier coverage
Linked by a graph relationship (OpenClaw uses SQLite); both cover SQLite; overlapping topics (agent, context, model, session).
mempalace uses SQLite / Shared entity: Context / Shared topic / Earlier coverage
Linked by a graph relationship (mempalace uses SQLite); both cover Context; overlapping topics (agent, context).
Shared entity: Context / Shared topic / Earlier coverage / Tension / Downstream implication
Both cover Context; overlapping topics (agent, context, each); earlier Context coverage from 2026-06-08.
OpenClaw uses SQLite / Shared entity: SQLite / Earlier coverage / Tension
Linked by a graph relationship (OpenClaw uses SQLite); both cover SQLite; earlier SQLite coverage from 2026-07-28.
mempalace uses SQLite / Shared entity: SQLite / Earlier coverage / Tension
Linked by a graph relationship (mempalace uses SQLite); both cover SQLite; earlier SQLite coverage from 2026-06-05.
DuckDB benchmarked against SQLite / Shared entity: SQLite / Earlier coverage / Tension
Linked by a graph relationship (DuckDB benchmarked against SQLite); both cover SQLite; earlier SQLite coverage from 2026-06-18.
Shared entity: Context / Shared topic / Earlier coverage / Tension
Both cover Context; overlapping topics (agent, context, each); earlier Context coverage from 2026-07-22.
Both cover Context; overlapping topics (agent, context, model); earlier Context coverage from 2026-04-01.