Practical writing on bug bounty triage from people who do it all day: program strategy, triage workflows, duplicate handling, severity, and keeping researchers on your side.
A researcher's guide to proof-of-concept that reproduces first try: curl over screenshots, marked placeholders, stated assumptions, and the PoC failures that bounce valid bugs.
CVSS says one thing, the researcher says another, your engineers say a third. How experienced triagers assign severity that holds up under argument.
Copy-paste bug bounty response templates: first response, needs-more-info, duplicate, informative, N/A, severity downgrade, and bounty award, with tone notes.
Hallucinated vulns, fabricated curl output, confident nonsense: how triage teams detect AI slop reports, and why banning AI outright is the wrong fix.
How to keep top researchers on your bug bounty program: fast first response, fair severity, paying on triage, and why researcher churn is invisible.
A researcher's guide to disputing a bug bounty severity rating: what new evidence actually reopens a verdict, what never works, and phrasing that keeps triagers on your side.
How to write bug bounty scope that prevents noise: asset inventory, in and out of scope clarity, severity caps, and the mistakes that invite garbage.
The six triage metrics worth tracking, sensible SLA targets by program maturity, and why slow response times quietly drive away top researchers.
How to verify subdomain takeover claims: dangling CNAME/NS patterns, which providers are claimable, proof standards, severity factors, and false positives.
What triagers actually look at, why clear repro steps and demonstrated impact get you paid faster and higher, plus a report template that works.
Private vs public bug bounty programs: signal quality, researcher pools, noise volume, when to go public, and a staged rollout playbook that works.
The true cost of a bug bounty program: bounty pool, platform fees, triage labor, engineer opportunity cost, and the price of slow responses.
How to triage IDOR/BOLA reports: proving authorization really fails, enumerability testing, cross-tenant vs cross-user impact, and why severity hinges on data.
Why duplicates dominate bug bounty noise, why naive dedup fails, how root-cause dedup works, and how to deliver a dupe verdict without a flame war.
Why bug bounty triage queues burn people out, rotation designs that prevent it, sustainable per-triager load numbers, and the warning signs managers miss.
An honest comparison of bug bounty programs and penetration testing. Cost models, coverage, when each wins, and why mature security teams run both.
A practitioner's guide to triaging XSS reports: reflected vs stored vs DOM, verifying execution context, self-XSS, CSP interaction, and common false positives.
In-house, platform-managed, or specialist outsourced triage? An honest comparison of cost, quality, product context, and researcher relations.
What a VDP is, how it differs from a bug bounty, the policy elements that matter, safe harbor considerations, and why VDP-first is the right on-ramp.
A practical security.txt (RFC 9116) guide: annotated example file, field-by-field explanation, where to host it, and the mistakes that break it.
A practitioner's checklist for launching a bug bounty program: scope, VDP first, remediation capacity, budget, triage, comms, and legal safe harbor.
A practitioner's guide to triaging a bug bounty report properly: reproduction discipline, dedup, severity, engineering handoff, and a worked IDOR example.
Where the 90 day disclosure default came from, what to put in your policy, handling CVEs and extension requests, and what to do when a researcher publishes early.
What bug bounty triage actually involves, from intake to retest, why it is the hardest part of running a program, and what good triage looks like.
How to anchor bounty amounts to business impact, why underpaying criticals backfires, bonus practices that work, and how to raise your table without chaos.
How to triage business logic bugs: establishing intended behavior before judging deviation, classic flaw classes, quantifying financial impact, and why CVSS underrates them.
How to triage CSRF reports now that browsers default to SameSite=Lax: what still works, JSON preflight nuances, login CSRF, false positives, and severity.
How to triage open redirect reports: why most are low severity, when OAuth and SSO flows make them critical, parser confusion bypasses, and the phishing argument.
How to triage race condition reports: single-packet attacks, verifying state rather than status codes, environment sensitivity, and what counts as real impact.
How to triage SSRF reports: confirming the server actually fetched the URL, blind vs full read, cloud metadata and IMDSv2, internal port scans, and severity.