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FORKOFF
For dev-tool, SDK, and infra companies · By application · Selective on ICP

Marketing for dev tools thatearns the star.

FORKOFF for Dev Tools is a developer marketing engagement for dev-tool companies. DevRel, talks, hackathons, AEO citation, and a qualified-view proof per dollar. Builder trust that converts to integrations. Not impressions that decorate a vanity dashboard.

by application pilot floor · routes to DevRel + Events + FoundationBy application · 5 engagements per quarterOSS · SDK · API · CLI · infra · observability
Integration signups lift inside 60 days on a Show HN install
14Days to first founder-led builder demo in market
by applicationEngagement band per quarter (pilot to embedded retainer)
5Engagements per quarter (selective on ICP)
The short answer

What is a developer marketing agency, and how do you market a dev-tool company?

A developer marketing agency runs the distribution a dev-tool company has no in-house engine for: answer-engine optimization so engineers find you inside AI answers, founder-led long-form, a marketing foundation, and event marketing aimed at developer adoption and the next raise. FORKOFF is an outcome-priced developer marketing agency for dev-tool companies. It seeds each launch into a distribution network that has processed 5B+ qualified views, syndicates founder and product proof across creators and developer channels in parallel, and reports on qualified views produced rather than retainer hours.

▸ Outcome-priced on qualified views, not retainer hours. Routes across marketing foundation, founder funnel, AEO, and event marketing by stage. Updated 2026-07-25.

Dev-tool shapes FORKOFF runs distribution for
SDK companiesCLI toolsDevOps platformsIDE extensionsInfra-as-codeObservability toolsAgent frameworksVector databasesCoding agentsEval frameworksAI Engineer SummitLangChain orbitSDK companiesCLI toolsDevOps platformsIDE extensionsInfra-as-codeObservability toolsAgent frameworksVector databasesCoding agentsEval frameworksAI Engineer SummitLangChain orbit
OSS · SDK · API · CLIBuilder + buyer dual-trackFounder cadence lockedAudit ledger per dollar
By the numbers

The AI recall shift, in numbers.

Developer-tool companies win or lose discovery inside AI answer engines now. Here is the sourced picture behind the AEO and GEO work in this engagement.

  • Gartner projected that traditional search volume will fall 25% by 2026 as buyers move to AI chatbots and answer engines. (Gartner, 2024)

  • A page cited inside a Google AI Overview earns 120% more organic clicks per impression than an uncited page on the same result. (Seer Interactive, 2026)

  • Only 38% of AI Overview citations now come from a Google top-10 page, down from 76%, so ranking first no longer earns the citation. (Ahrefs, 2026)

  • Adding cited statistics to a page lifts its visibility in generative-engine answers by 41%, authoritative-source citations by 115%, and expert quotations by 28%. (Princeton GEO study, 2024)

  • Brands in the top web-mention quartile earn 10x more AI Overview mentions than the next quartile. (Ahrefs, 2025)

  • Google users click a traditional result only 8% of the time when an AI summary appears, versus 15% of the time without one. (Pew Research, 2025)

  • FORKOFF has processed more than 5 billion qualified views across its clipping network, the proof base behind the qualified-view reporting on this engagement. (FORKOFF, 2026)

The wedge

Ad copy rents clicks.
Working code earns trust.

Generic SaaS demand-gen agencies sell paid clicks, gated whitepapers, and webinar scripts. Builders skip past it. It carries no benchmark, no eval rigor, no honest constraint. FORKOFF ships founder-led architecture demos, AEO citation in builder LLMs, and DevRel cadence. The cadence compounds into integrations next quarter and the one after.

14Days to first founder-led builder demo
30+Cuts shipped per long-form arc
5Engagements per quarter (selective ICP)
Read the DevRel-as-a-service wedge
What most dev-tool marketing pitches skip

Four levers a generic SaaS demand-gen deck never touches.

Pricing approach

Most dev-tool marketing agencies still sell retainer hours: a fixed monthly fee regardless of what ships. FORKOFF prices the dev-tool engagement against qualified views and integrations tracked on the same reporting rail as the 5B+ qualified-view network above, by application, capped at 5 engagements per quarter. The engagement is paid for adoption evidence, not hours logged.

Industry conferences

For SDK, CLI and infra companies, the conference floor (KubeCon + CloudNativeCon, DevOps Days, GitHub-style dev summits) is still where a large share of adoption decisions get made face to face: a platform engineer choosing infra tooling wants a booth conversation and a working demo, not a landing page. FORKOFF routes this through event marketing so conference presence feeds the same weekly report, not a one-off sponsorship line item.

Dark social

A meaningful share of dev-tool adoption never appears in referral analytics: a link pasted into a private Slack channel, a Discord DM, or an internal wiki carries no UTM and no referrer, so it reads as “direct” traffic or nothing at all. FORKOFF treats docs replay rate and active-integration growth, the two signals audited every Friday on the weekly receipt above, as the proxy for this untracked adoption: a team that installs an SDK from an untracked Slack link still shows up in docs traffic and integration counts even when the referring channel never will.

Snippet libraries

Developers discover a new SDK or CLI through code they can paste and run, not through prose. A working snippet inside a public Gist, a CodeSandbox, or a package registry’s own README often converts faster than a landing page, because it lets an engineer verify the tool works before reading a word of marketing copy. The founder-led architecture demos in the loadout below ship as runnable code, not screenshots, so the distribution asset doubles as its own installable proof.

Pre-engagement diagnostic

Why most dev-tool
marketing engagements stall.

Five patterns we see when a dev-tool team shops for marketing help. The engagement reads as theatre inside the first quarter. Each row is the FORKOFF fix. Read it before you book the discovery call.

fk_audit · devtool_engagement_reject_log.csv
  • Row 01
    Reject reasonLaunch-week spike, day-five silence
    Audit detail

    Show HN lands the spike. Top-of-feed for six hours. Then the contributor graph flatlines. The product is real. The launch worked. Nothing compounded after.

    FORKOFF fix

    Convert the launch into a 14-day clipping cycle plus DevRel handoff. Discord, AgentOps, and AI Engineer orbit. The spike becomes recurring builder cadence.

  • Row 02
    Reject reasonNo AEO citation in builder LLMs
    Audit detail

    Developers run shortlist queries through ChatGPT, Perplexity, Claude, and Cursor. They do this before installing the SDK. The category answer cites incumbents and OSS competitors. Your tool is not in the answer.

    FORKOFF fix

    AEO citation work plus answer-first technical long-form. The stack lands you inside builder LLM responses for category queries inside 60 days.

  • Row 03
    Reject reasonAd-copy positioning vs technical buyers
    Audit detail

    Marketing copy reads as a feature-list with checkmarks. Builders skip past it. It carries no benchmark, no eval rigor, no honest constraint. The README has more truth than the website.

    FORKOFF fix

    Founder-led architecture deep dives. Eval rigor walkthroughs. Build-with-us streams. Working code, real benchmarks, honest failure modes. Builders reward truth.

  • Row 04
    Reject reasonMQL-volume measurement
    Audit detail

    The demand-gen team aims for MQL count and last-touch attribution. Engineering leadership reads star count, integration signups, contributor graph, and weekly active SDK installs. Two scoreboards. Marketing is invisible to the team that ships.

    FORKOFF fix

    Audit-ledger receipts on stars, docs replay, integration adoption, and paid-tier conversion. Reported every Friday with the operator signature. Engineering and marketing read the same scoreboard.

  • Row 05
    Reject reasonNo founder-led demo signal
    Audit detail

    Generic SaaS agencies ship blog posts, webinar scripts, and ungated whitepapers. None of it carries the founder voice or a real product run. Builders replay competitor architecture talks before yours.

    FORKOFF fix

    Founder demos. Architecture deep dives. Build-with-us streams. Hackathon activation. Land on YouTube long-form and X technical clusters. The builder watches the receipt before installing.

5 / 5 patterns auditedSource: FORKOFF dev-tool engagement bankPre-application diagnostic
LIVEAudit ledger · dev-tool engagement bench

Three numbers that decideif a dev-tool engagement compounds.

0 days
First founder-led builder demo in market
From scope-signed to first published architecture cut. Locked into every 30/60/90 plan.
Sourced integration signups attributable to operator-owned narrative. Reported in the weekly report.
First measurable integration lift
0 days
Pilot floor by application. Routes to DevRel, Marketing Foundation, Founder Funnel, AEO, Events.
Engagements accepted
0/qtr
Application-only · selective on ICPOSS · SDK · API · CLI · infra · observabilityQualified-view proof, audited every FridayScale-up or scale-down call at quarter end
What plugs into the dev-tool engagement

Four phases. Twenty
deliverables behind the seat.

PHASE 01[WEEK 1-2]
01
Strategy

Capability claim locked, channels mapped, voice extracted.

Deliverables (5)

  • ICP doc + capability claim signed
  • Benchmark anchor locked
  • AEO + builder-LLM citation baseline
  • X + HN + GitHub + YouTube channel mix
  • Founder voice extracted
PHASE 02[WEEK 3-6]
02
Production

Founder demos, architecture deep dives, build streams in production.

Deliverables (5)

  • Founder architecture deep dive booked
  • Build-with-us stream cadence operational
  • README headline + releases narrative
  • Eval rigor thread series shipping
  • AEO + schema graph live
PHASE 03[WEEK 6-10]
03
Distribution

30+ assets per long-form, X-primary builder reach.

Deliverables (5)

  • X technical-adopter cuts shipping weekly
  • Hacker News + Show HN cadence
  • GitHub README + releases as receipts
  • AgentOps + LangChain orbit syndication
  • Conference + hackathon activation
PHASE 04[WEEK 10-13]
04
Settlement

Integration signal, ledger reported, scale call clear.

Deliverables (5)

  • Weekly audit-ledger receipt
  • Integration signups attributed to ledger
  • Star growth + docs replay tracked
  • Builder LLM citation share reported
  • Scale-up or scale-down decision
What counts on the dev-tool engagement ledger

What countson the weekly receipt.

A dev-tool engagement is only working when four signals hold every week. Real adopter stars. Docs replay rate. Active integrations growing release on release. Free-tier converting to paid usage on a measurable curve. Star count without revenue is vanity. Revenue without stars is fragile. The verified proof writes the four signals down on Friday. The operator signs it.

Active check · STARS
1 / 4Signals the weekly report checks every Friday. Stars, docs, adoption, revenue.

01 STARS

Real adopter signal cleared the bot-filter on the GitHub graph.

01

STARS

Star velocity. Repo-graph depth. Contributor cohort review. Bot stars get logged with reason codes. Only real adopters land on the audit-ledger receipt.

fk_audit · qv_check_01

rule · Real adopter signal cleared the bot-filter on the GitHub graph.

02

DOCS

Time-to-first-success. Replay heat-map on the install path. Support-ticket ratio. Bad docs leak the funnel. Good docs compound install-to-paid every release.

fk_audit · qv_check_02

rule · Docs clarity score and replay rate cleared the engagement bar.

03

ADOPTION

Weekly active SDK installs. Integration partner count. Usage-telemetry depth across cohorts. Mention tracking on builder-LLM citations. Adoption is the leading indicator. The ledger surfaces it before revenue shows up.

fk_audit · qv_check_03

rule · Active integrations and usage telemetry growing release on release.

04

REVENUE

Free-to-paid conversion percentage. Paid usage telemetry. Expansion-revenue contribution from named accounts. Stars without revenue is vanity. Revenue without stars is fragile. The ledger checks both.

fk_audit · qv_check_04

rule · Free or PLG tier converting to paid usage on a measurable curve.

Counts as verified
  • Star growth attributable to a named DevRel campaign or talk
  • Docs replay rate lifting after an answer-first long-form ships
  • Active integration count growing release on release
  • Free-tier user converting to paid usage on a measurable curve
  • Builder-LLM citation logged on a category query (ChatGPT, Perplexity, Cursor)
Doesn't count
  • ·Star spike from unrelated viral thread with no integration follow-through
  • ·Docs page-view count optimised for vanity total with no replay depth
  • ·Activation volume growth with no telemetry traceability
  • ·Generic blog post published with no capability claim or benchmark
  • ·MQL count optimisation that never connects to a real install
Outcomes the dev-tool engagement unlocks

Stars, integrations,
and a real scale call.

Three dev-tool campaigns across SDK adoption, OSS infra, and developer API. FORKOFF operators owned the spine and scoped the long-form layer. The weekly proof was something the founder could read in two minutes. Read the longer write-ups inside our case-study hub.

8wk

Compounding builder cadence on a Show HN launch. 14-day clipping cycle plus AgentOps community handoff. The spike turned into 8 weeks of recurring contributor and integration activity.

Integration signups lift in 60 days on an OSS infra release. Founder-led 30-minute architecture deep dive. 30+ clips distributed to X, HN, YouTube, and Discord.

DUAL

Builder and buyer dual-narrative arc on a developer API engagement.

OWNED

You keep raw footage, edits, masters, README and releases narrative, and audience graph.

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operator proof

What operators say after the first quarter.

The qualification ledger changed how we report to the board. Real attention, verified weekly, not dashboard vanity.
G

Growth lead

Series A, 2026, AI infrastructure startup

Brand
We went from guessing pipeline attribution to seeing it in a weekly audit ledger. Finance signed off on the next quarter before the first one ended.
M

Marketing director

Mid-market, 2026, B2B SaaS platform

Brand
FORKOFF ran our conference activation across three cities in one quarter. Side events, content capture, post-event distribution. One operator, one ledger.
H

Head of events

Three cities, one quarter, DevTools company

Partner
Geo-routing pulled the campaign out of single-market mode. India and Southeast Asia carried the qualified attention count. The unit cost dropped by two thirds.
C

Campaigns lead

India + SEA launch, Q1 2026, Consumer tech brand

Brand
99.71%Sustained legitimacy rate
3.4xRetained attention vs prior agency
250+Qualified introductions
4.2MQualified views in 14 days
Featured engagements
Voices from the field

What operators say about outcome-priced marketing.

Quotes from real buyer-side teams across AI, SaaS, Web3, and DevTools verticals.

Outcome-priced changed the conversation with our board. We pay for verified pipeline, not activity reports. The audit ledger is what our CFO actually reads.

Founder and CEO

AI startup, Series A

Same budget, 3.4x more retained attention. The unit of account matters. Qualified views are the only metric we report now.

VP marketing

B2B SaaS, mid-market

FORKOFF ran our developer conference activation end to end. Side events, podcast capture, post-event clip waterfall. One operator replaced three vendors.

Growth lead

DevTools, developer conference activation

The founder funnel compounded faster than any paid channel we tested. 30 minutes a day of founder voice, 50 named accounts, weekly warm intros. Built once, runs indefinitely.

Product marketing lead

Web3 protocol

Comparison

FORKOFF dev-tool engagement vs the alternatives.

Three routes to dev-tool builder trust. Match the engagement to your stage, your capital structure, and your willingness to commit to outcome-priced reporting. Generic SaaS demand-gen agencies and DIY in-house DevRel both lose on speed-to-first-builder-demo and audit-proof transparency.

← scroll horizontally to see more →

FeatureFORKOFF dev-tool engagementEmbedded · outcome-priced · founder-led builder distributionGeneric SaaS demand-gen agencyHourly retainer · paid + gated content defaultDIY in-house DevRelFull headcount · 6-month assemblyDeveloper marketing freelancerSolo contractor · part-time hours · ships when the calendar permits
Audience fluencySpeaks builder, SDK adopter, infra reviewer language. Eval rigor over ad copyTreats developers as a marketing funnel persona. Generic SaaS templatesDepends on the senior DevRel hire you can land in 90 daysStrong builder voice when on. Single-person bandwidth. No second pair of hands
Proof surfaceWorking demos, benchmarks, eval receipts, contributor counts, integration signupsLogo walls, customer quotes, awards lists, gated case-study PDFsWhatever the new DevRel hire wants to ship firstWhatever fits inside the freelancer's billable-hour ceiling that month
Channel mixX, HN, GitHub, YouTube long-form, Discord, LinkedIn (buyer-side)LinkedIn ads, sponsored email, tradeshow booths, paid searchWhatever the new DevRel hire prefersX and GitHub only. Depends on which week the freelancer has bandwidth
Engagement modelEmbedded retainer. Outcome-priced on integration signal, stars, adoption, and revenueHourly retainer. Output-priced on content volume and impressionsSalary, equity, benefits, ramp, tenure varianceHourly contract. Capped at 20-40 hours per month. Output-priced on deliverables
Speed to first assetFirst founder-led builder demo by day 14Week 8 first generic blog post liveRoughly 90-180 days. Gated on hiring closingWeek 4 first asset. Then dependent on the freelancer's other client mix
Founder visibilityFounder-led narrative. Weekly long-form cadence. Architecture talksGhostwritten. Founder kept off-cameraFounder absent until the new DevRel hire pulls them inFounder voice depends on the freelancer's facilitation bandwidth
Reporting surfaceWeekly audit-ledger receipt on stars, docs, adoption, revenue, integration signupsMonthly dashboard. Pixel-tracked impressions and last-touch MQL creditQuarterly board deck. Vanity metrics during rampMonthly Loom recap or Slack DM. No compounding ledger surface
Dev-tool engagement plans

Three routesfor dev-tool companies.

DevRel, foundation, or founder funnel. Match the engagement to the dev-tool stage. By application, capped at 5 per quarter.

Most picked
01

DevRel

Embedded retainer · founder-led builder cadence

by application/qtr
  • Embedded operator
  • Architecture demo cadence
  • Audit ledger weekly
  • AEO + builder citation
  • Hackathon activation
Apply for DevRel
02

Marketing Foundation

Positioning + ICP grid + voice guide

by application/project
  • Positioning statement
  • 3-5 ICP grid
  • Voice guide doc
  • Channel-fit table
  • Notion deliverable
Apply for Foundation
03

Founder Funnel

Personal-brand axis · founder-led sales

by application/qtr
  • Founder authority arc
  • Long-form layer
  • AEO citation work
  • 30/60/90 cadence
  • Friday receipt
Apply for Founder Funnel

Note ·Pilot floor (by application) applies to the first cycle. Engagements scope-locked, not retainer guesswork.

Dev-tool engagement fit diagnostic

Strong fit when 4+ are true.
Skip when any disqualifier fires.

Who you are
  • Shipping a dev-tool, SDK, CLI, infra, or developer API product (any stage from OSS pre-launch to enterprise-grade)
  • Founder is technical and will ship one architecture demo or build-stream per week
  • Real product running with at least one open-source repo or named design partner
  • Commercial moment in the next 90 days (launch, GA, Series A, integration partner, hackathon)
  • Cares about contributor and integration signal plus AEO citation share, not just MQL count
  • Already shipping technical content. It sits in private Notion docs or stale README updates
What FORKOFF delivers
  • Embedded operator who owns the narrative spine and runs weekly cadence with the founder
  • Founder builder distribution, architecture-arc clipping, and AEO citation work plugged in behind the seat
  • 30/60/90 plan signed in week one. Audit-ledger baseline captured
  • X technical cuts, HN, GitHub receipts, YouTube long-form, and LinkedIn buyer-side cuts
  • Weekly audit-ledger receipt on stars, docs, adoption, revenue, and integration signups
  • Routes to /services/devrel, /services/marketing-foundation, /services/founder-funnel, /services/answer-engine-optimization, or /services/events based on the dev-tool stage
Not the right fit
  • ×No funding, no design partners, no public traction (pure research with no launch motion)
  • ×Founder will not commit weekly cadence to architecture demos or build streams
  • ×Pure paid acquisition mandates with no builder-facing narrative work
  • ×Operators who treat marketing as logo-wall production, not a distribution engine
  • ×D2C consumer apps, e-commerce, or non-developer audiences outside the dev-tool axis
Apply for the engagement

by application pilot floor · routes to DevRel, Events, Foundation, Founder Funnel, AEO

FORKOFF runs the dev-tool engagement as an embedded retainer. The FORKOFF execution stack plugs in behind it. By application. Capped at 5 engagements per quarter. Selective on ICP. Pilot floor sized per service stack chosen, by application. Most dev-tool teams route into a DevRel retainer, a Marketing Foundation project, a Founder Funnel engagement, an AEO retainer, or an Events activation after the diagnostic.

  1. 01Sandbox
  2. 02Engagement
  3. 03Compound
By application
Apply for the engagement
Markets we run this in

Dev-tool engagements run where the European builder cohort clusters. We anchor the founder-led builder cadence inside Berlin for the open-source and infra crowd. We route conference and integrator distribution through Berlin GTM for KubeCon and dev-conference windows. The founder-led motion behind it is written up in our founder-led growth playbook.

Frequently asked questions

How is developer marketing different from SaaS marketing?

Builders reject the SaaS playbook. They will not click ad copy. They will not sit through gated webinars. They will not trust a logo wall over benchmarks. Developer marketing leans on working code, eval rigor, and founder visibility. The channel mix shifts hard toward X, HN, GitHub, and YouTube long-form. LinkedIn ads and sponsored newsletters fall in priority.

What does the dev-tool engagement actually cost?

Engagements sized per service stack chosen. Cost depends on the service stack chosen. Pilot floor sized per service economics, by application. Common shapes include a DevRel retainer (retainer, 90-day minimum), a Marketing Foundation project (fixed-scope project), or a Founder Funnel engagement (retainer) paired with an event activation. All by application. Capped at five engagements per quarter. Scaleable up or down at quarter end.

Do you work with pre-launch dev-tool teams in private beta?

Yes, when two things hold. The founder will commit to weekly demo cadence. A real product runs for at least one design partner. The lead wedge is Founder Funnel plus DevRel. We build the contributor narrative before the repo goes public. The launch lands on a primed audience, not a cold one.

What does a dev-tool campaign actually ship?

One 30-minute long-form per month. Format options include architecture deep-dive, founder Q&A, or build-with-us stream. 30+ clip variants per long-form: builder cuts on X, HN posts, GitHub README and releases narrative, YouTube full receipts, LinkedIn buyer-cuts. Audit-ledger receipt reports stars, docs replay, adoption, and revenue weekly.

How do you handle open-source projects with no funding?

Selectively. The bar is shipping signal. An active repo. A growing contributor base. Real adoption metrics. A clear path to commercial milestone in the next 12 months. Pure research projects with no launch motion are out of scope. Funded OSS with a named commercial milestone is in scope.

Can you cover both X (builders) and LinkedIn (buyers) for dev-tool companies?

Yes, with cuts tuned for each surface. Builders on X want technical mechanics, eval rigor, model choices, and integration depth. Buyers on LinkedIn want outcome stories, integration receipts, ROI posture, and named-customer proof. Same long-form. Different cuts. Different cadence. Most dev-tool engagements anchor X-primary because that is where the builder discovers.

Do you handle GitHub README plus releases plus docs?

We coordinate the launch narrative across the README headline, releases announcements, and Show HN posts. They reinforce one capability claim. Docs craft stays with the engineering team. Docs are a product surface. We do not run docs as a service. We do plug answer-first long-form into the AEO citation work. Docs queries land in builder LLMs.

What does outcome pricing look like for dev-tool companies?

We anchor on contributor counts, integration signups, qualified-view share, paid-tier conversion, or design-partner conversion. The choice depends on the lead wedge. Per-clip and CPM models do not apply. Open-source teams typically anchor on contributor and integration counts. Commercial dev-tool teams anchor on free-to-paid conversion and integration partner count. Both report on a weekly audit-ledger receipt.

The brand line

Stop posting into the dev echo.
Earn the integration signal.

30/60/90 cadence. First builder-facing demo by day 14. AEO citation work running from week two. Qualified-view proof from week six. Built for dev-tool teams that need integrations. Not impressions. Pair the seat with DevRel as a Service, Marketing Foundation, Founder Funnel, or Answer Engine Optimization depending on your dev-tool stage. Adjacent ICPs: For SaaS Companies and For AI Startups. Browse all FORKOFF ICPs if dev-tool is not the closest fit.