1) The State of the Hunt - 2025
Bug bounty isn’t the wild frontier it was a decade ago. The gold rush is over — but the mines are deeper.
Platforms matured. HackerOne, Bugcrowd, and Intigriti dominate, but the real payouts live in private invites and self-hosted programs. Public programs are crowded and noisy.
AI entered the game. Hunters use LLMs to crank payloads, mutate fuzzers, and auto-generate recon scripts. But defenders use the same tools to patch faster, triage smarter, and filter noise.
Payouts climbed, but so did expectations. $500 for a reflected XSS doesn’t exist anymore. Triagers want impact chains — show how XSS leads to account takeover or cache poison, or don’t bother.
Corporate security caught up. WAFs got sharper, bug bounty triage teams got ruthless, and surface area is shrinking. But where software grows fast (SaaS, cloud, AI APIs), mistakes are still rampant.
Mindset shift: The game is less about luck, more about discipline and depth. Spray-and-pray reports get buried. Focused hunters, who know a target’s architecture and weaknesses, still walk away with five-figure bounties.
2) Recon Renaissance
Recon is still king. In 2025, the hunters who win are the ones who see the map others miss.
Assets never die. Companies kill domains, migrate stacks, rebrand — but DNS, S3 buckets, and forgotten staging servers live forever. A single dangling endpoint is worth more than 1,000 hours of blind fuzzing.
AI changed the grind. Instead of grepping wordlists at midnight, you feed your recon scripts into an AI that clusters tech stacks, flags outliers, and even suggests likely misconfigs. The human job is spotting patterns AI doesn’t understand — legacy APIs, misaligned auth flows, quirky integrations.
Tools that matter (2025 edition):
ProjectDiscovery stack (subfinder, httpx, nuclei) for scale.
Chaos-like feeds and ASN watching for forgotten assets.
Custom glue scripts — the real edge. Everyone has subfinder; not everyone pipes it into a logic-based filter that flags only “weird tech on important subdomains.”
Framework: Map once, monitor forever. The best hunters aren’t constantly re-scanning from scratch. They build asset inventories and wire up cron jobs to alert on new subdomains, certs, IPs. When the target launches something new, they’re there first.
Takeaway: Recon isn’t just wide — it’s persistent. Treat it like stock trading alerts: build a portfolio of targets, and watch them evolve. The first eyes on new attack surface usually win.
Alright — here’s Sections 3 and 4 fleshed out, Substack-ready, keeping the intermediate tactical tone.
3) Exploitation in the Age of AI
AI didn’t kill hacking. It just killed lazy hacking.
In 2025, the big payout vulns look familiar:
IDORs / broken object access – The bread and butter. Every SaaS still leaks some endpoint that lets you fetch another user’s invoice or message.
Auth bypasses – Flawed JWT checks, SSO misconfigurations, or forgotten API keys.
Request smuggling & desyncs – Still alive thanks to H2 downgrades, alt-svc quirks, and CDN misroutes.
Cloud misconfig – Public buckets, leaky IAM roles, forgotten serverless functions.
Where AI helps:
Payload mutation at scale. LLMs can spit 500 auth header variants in seconds.
Code review triage. AI can scan repos or JavaScript bundles and highlight suspect logic flows.
Recon glue. Chain multiple tools and have AI parse/cluster output into meaningful leads.
Where AI fails:
Business logic. No model knows your startup’s weird payment flow better than you after a week of manual abuse.
Chaining. AI finds the vuln; a human links it into takeover.
Judgment. Knowing when a “weird 403 bypass” is triage-worthy vs noise is pure hunter instinct.
Intermediate reality check:
Everyone has AI now. Your edge is human creativity on top of machine output. Let AI handle the grunt work; you handle the exploitation chain that turns a boring misconfig into a bounty.
4) Reporting for Dollars
The vuln is worthless if you can’t sell it. In 2025, triagers see hundreds of reports a week — yours has to cut through the noise.
The weak report:
“Found XSS on /search. Here’s the payload.”
The strong report:
“Reflected XSS on /search. When injected into cached results, it poisons all future visitors. Demonstrated account takeover on admin@corp.com.”
Same vuln. One gets closed as “duplicate.” The other gets $5k.
Rules of the report:
Clarity: raw request + response, nothing hidden.
Reproducibility: anyone on the triage team should hit “send” and see it.
Impact mapping: never stop at vuln → show how it leads to data theft, hijack, or bypass.
Executive summary: one diagram that shows “attacker → vuln → customer data” is worth 3 pages of text.
Speed vs polish:
Fast: race to report on fresh recon finds (subdomain takeovers, obvious misconfigs).
Polished: for deep vulns (auth bypass, desync) where a 12-hour write-up makes the difference between a $500 “informative” and a $20k critical.
Bottom line: You don’t get paid for finding bugs. You get paid for proving impact.
5) The Bounty Hunter’s Edge
Bug bounty in 2025 isn’t about who runs the most tools. It’s about who builds the sharpest edge.
Treat it like investing. Don’t chase hype. Build long-term positions in targets you know inside-out. Small, consistent wins compound.
Play both games. Recon automation + manual abuse. AI + intuition. Public programs for warm-ups, private invites for real payouts.
Sharpen through labs. OSCP, OSWE, HTB, Proving Grounds — not for the badges, but to keep your exploitation instincts sharp when the platform bugs are dry.
Write more than you hack. Every clean report, every blog post, every CTF writeup is a calling card. Programs remember names attached to quality.
Avoid burnout. Bounty isn’t a sprint. Set hunting hours, track your hits, treat it like a craft. The hunters still standing after the hype wave are the ones who built it into a sustainable practice.
Mindset shift:
Bug bounty isn’t a lottery ticket. It’s a career lever. A way to sharpen skills, build reputation, and stack capital while you learn how real systems fail.
Wrap-Up: Bug Bounty in 2025
The landscape is tougher, but the opportunities are richer.
The surface shrank, but mistakes still hide in the seams.
AI leveled the playing field, but humans who chain bugs into impact still win.
Recon rules the map. Reporting sells the vuln. Persistence builds the edge.
Takeaway: Bug bounty in 2025 isn’t about chasing the quick hit. It’s about discipline, depth, and proving impact. The hunters who treat it like a craft — who map once and monitor forever, who exploit with creativity, who report with clarity — will keep getting paid while the noise gets filtered out.
The game isn’t over.