Hacker News

Canonical URL

https://bsuh.bearblog.dev/agents-need-control-flow/

Cited in our articles

1 article

Last scored

Not yet scored

Outlet ID

ccb753ca-d9d1-418f-bb99-a97d47bb062a

1. C-85b67a“Reliable agents tackling complex tasks need deterministic control flow encoded in software, not increasingly elaborate prompt chains.”Cited →
2. C-8a3827“Prompt chains are non-deterministic, weakly specified, and difficult to verify.”Cited →
3. C-fc3c72“Reliability requires moving logic out of prose and into runtime.”Cited →
4. C-5e45c7“Deterministic orchestration is only half the battle; a system prone to silent failure needs aggressive error detection.”Cited →
5. C-1b2e1f“Without programmatic verification, there are three options: babysitter (human in the loop), auditor (end-to-end verification after run), or prayer (vibe accept outputs).”Cited →

The reliability score above is a weighted mean over these twelve axes. The bias score uses a separate but equally-public 12-axis rubric. Per-axis breakdowns are written by the bias_scorer agent into sources.axes; the keys below are the axis names as documented in the agent prompt.

1. Axis 01
   Primary sourcing

   Cites filings, official statements, direct interviews; uses 'reportedly' rarely.

2. Axis 02
   Correction transparency

   Issues visible corrections; surfaces them above the article body, not in 8pt at the bottom.

3. Axis 03
   Conflict-of-interest disclosure

   Names ownership, sponsorships, and reporter conflicts inline.

4. Axis 04
   Headline–body alignment

   Headlines match the strongest claim the body actually supports; no rage-bait variance.

5. Axis 05
   Quote attribution

   Names speaker and venue; avoids anonymous quotes for attributable claims.

6. Axis 06
   Numeracy

   Numbers shown with denominators, time-windows, and units; ratios not confused with percentages.

7. Axis 07
   Beat depth

   Reporters cover beats long enough to recognize narrative drift in their own coverage.

8. Axis 08
   Geographic balance

   Coverage doesn't over-index on the home market when the story is global.

9. Axis 09
   Counter-perspective

   Includes the strongest version of the argument it disagrees with, not the weakest.

10. Axis 10
    Aggregation discipline

    When citing other outlets, names them and links them; doesn't launder reporting.

11. Axis 11
    Speculation flag

    Marks analysis and opinion separately from reporting.

12. Axis 12
    Editorial independence

    Newsroom shielded from advertiser, ownership, and government influence in observable behavior.

Per-axis breakdown not yet recorded for this outlet — the bias_scorer agent writes axes on its next re-score.