Trajectly
Deterministic regression testing for AI agents
Trajectly launched on March 7, 2026 with 2 votes, #5,166 of 23,380 launches that month.
What it does
Deterministic regression testing for AI agents. Record baselines, enforce contracts, catch regressions before they ship.
Deterministic regression testing for AI agents. Record baselines, enforce behavioral contracts, and catch regressions before they ship.
Trajectly is deterministic regression testing for AI agents. Record a baseline, enforce behavioral contracts, and catch silent failures — with an exact witness step, violation code, and one-command repro. pip install trajectly trajectly report FAIL procurement-chaos Violation REFINEMENT_BASELINE_CALL_MISSING Witness event 6 — route_for_approval expected but missing Shrink 14 events → 3 Repro python -m trajectly repro procurement-chaos Apache 2.0 Python 3.11+ Zero LLM cost in CI What Trajectly catches Six categories of silent failure that correct-looking output can hide. Skipped approval? The answer won’t tell you. The trajectory will. Invite sent before the room was booked. Trajectly…from trajectly.dev
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Progress AI ObservabilityAug 2026 · telerik.com · ▲168Hi HN! We’re the team behind Fiddler, and we recently built an Agent Cache feature. It works by capturing an LLM request/response pair and, once caching is enabled, serving subsequent matching calls locally so duplicate requests never hit the provider. It’s meant to reduce three pains that show up together in agent development: token cost, feedback-loop latency, and output non-determinism. We’d love to hear your thoughts.


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