SYS · ZW—01 / HEROBUILD 2026.05.15
v1.0 · OPERATIONAL · IN

Zevo Works — Zero effort.

Maximumoutput.

We build AI tools that automate tedious knowledge work. One is live today — my-resume, an ATS-optimised builder. More are on the way. Free, always.

FREE
always
NO_CC
required
P95
< 2.1s
FIG_01 / ORBIT
R=140px
RESUME.PDF
LIVE
RESUME
02 / DIFFBENCH n=512
/migration

Ten tools.
One pipeline.

We measured a typical job-application workflow. Then we collapsed it into a single deterministic flow. Receipts below.

AB
FIG_02.1 · TIME_PER_RESUME

4 hours → 12 seconds.

OLD_WAY · 04:22:11
00:0004:22
↑ format↑ rewrite↑ ATS-check↑ PDF export
ZEVO_WAY · 00:00:12
← 12s ends here · the rest is your life back
↑ paste JD · 1 click · done
FIG_02.2 · LEGACY_STACK
10 SURFACES
DOC#01
Google Docs
manual formatting
ATS#02
ATS Checker
stand-alone scoring
LNG#03
Spell + Grammar
another browser tab
KW#04
Keyword Tool
guess the JD
PDF#05
PDF Converter
broken margins
CL#06
Cover Letter AI
$15/mo
JB1#07
Job Board #1
duplicate input
JB2#08
Job Board #2
duplicate input
TRK#09
Tracker Sheet
manual sync
EM#10
Email Templates
snippets folder
ctx-switches: highcopy-paste loops≈₹2,499/mo
FIG_02.3 · ZEVO_PIPELINE
1 MODULE
zevo/my-resume@1.0
SINGLE_SURFACE
01 · INGEST
okparse JD
02 · TRANSFORM
okrewrite + score
03 · TYPESET
okcompile LaTeX
04 · SHIP
okresume.pdf
total 12s · free · open
ATS_PASS
31%94%
+203%
TABS_OPEN
10+1
−90%
MONTHLY_INR
₹2,499₹0
−100%
MEAN_LATENCY
1.8s
p95
03 / CATALOGv1.0
/products

One tool out.
More on the way.

Zevo Works ships AI tooling that automates tedious knowledge work. Right now there's one — built carefully, free forever. The next ones are being drafted.

01
LIVE
02+
DRAFT
MODULE_01 · /my-resume LIVE

my-resume

Drop a JD. AI restructures bullets, optimizes keywords, ships an ATS-friendly PDF typeset in LaTeX. Free, forever.

RUNTIME
edge · ≈1.8s p95
FORMAT
LaTeX → PDF/A
MODEL
claude · proprietary
PRICE
₹0 · always
OPEN /my-resume
PREVIEW · resume_acme.pdf
Sujan M B
Software Engineer · bengaluru, in
sujan@mail.com
+91 ●●●●● ●●●●●
/sujanmb
EXPERIENCE
Acme Corp · Staff SWE2022 — Now
SKILLS
TypeScriptGoPostgresk8sAWSLaTeXAI/ML
MATCH
94%
hover → full color
$ zevo run my-resume exit 0
> parse jd  ............ ok
> rewrite ............... ok
> compile latex ......... ok
> ship resume_acme.pdf .. 1.8s ✓
ROADMAP · /next DRAFTING

More tools.
Same studio.

One module is live today. The next ones are still on paper — shaped by the same rules: small, fast, free. If you have a tedious workflow you'd pay to delete, tell us — we ship monthly.

or email · info@zevo-works.in
FIG_03.2 · MODULE_SLOTS
RESERVED 11 / 12
01
/my-resume
02empty
03empty
04empty
05empty
06empty
07empty
08empty
09empty
10empty
11empty
12empty
SHIPPED
01
DRAFT
00
IDEAS
open
04 / SYSTEMn=3
/approach

Three rules.
No exceptions.

We made these calls early so we wouldn't have to make them at 2am. Every commit answers to all three.

01
ALIGNMENT
02
LATENCY
03
COHERENCE
F.01 · ALIGNMENTRULE 01 / 03

AI at the core.

Not a wrapper around a generic chatbot. Each module ships its own pipeline — prompt schema, retrieval, validators, eval — tuned for one job.

  • JD-aware token graph
  • deterministic JSON output
  • regression evals per release
  • no hallucinated experience
FIG_04.1 · ARCHITECTURE_DIFF
WRAPPER · others
user prompt
generic LLM
↳ vibes-based output, no evals, drifts weekly
ZEVO · purpose-built
JDPARSEPLANWRITEEVALvalidator loopingesttransformguard
↳ JSON-typed, replayable, eval-gated
FIG_04.2 · LATENCY_HIST · n=10,412
p50 p95 p99
0s1s2s3s5s+
p50
0.9s
p95
1.8s
p99
2.4s
EDGE_RUN
yes · global
COLD_START
0ms · warm
BUDGET
₹0 to user
F.02 · LATENCYRULE 02 / 03

Actually fast.

Results in seconds, not minutes. We measure p95 every deploy and block merges that regress it.

SLO · 30d
99.94%
↑ 0.03 wow
99.9 target100.0
F.03 · COHERENCERULE 03 / 03

One surface.

One login, one subscription, one design language across every module. Cross-tool flows work without copy-paste.

one auth
SSO across modules
one bill
₹0 — there is no bill
one UI
shared design tokens
one API
/zevo openapi v1
FIG_04.3 · STAR_TOPOLOGY
12 → 1
docsatsspellkwpdfcljb1jb2trkemfmtlnkZEVO/core
12 legacy surfaces
1 core
05 / PROCESSSTAGES 03
/pipeline

JD in.
Résumé out.

Three deterministic stages. JSON-typed in between. No prompt engineering on your side — just paste and download.

01
INGEST
02
TRANSFORM
03
SHIP
RUN_42AC · STREAMING
elapsed1.80s
exit0 · ok
01
INGEST
Paste the JD
ok
job_description.txt3.4 KB · txt
01 Senior Software Engineer · Acme Corp
02 Bengaluru · hybrid · full-time
03
04 We're looking for an engineer with
05 5+ years building in Go and
06 TypeScript. Experience with
07 k8s, Postgres, distributed
08 systems at scale. Bonus:
09 AI/ML exposure, open-source
10 contributions...
extracted:GoTypeScriptk8sPostgresAI/ML

Drop in the job description. my-resume parses skills, seniority signals, and what the recruiter actually wants.

IN
job_description.txt
OUT
context.json
TOOK
240ms
02
TRANSFORM
AI tailors your résumé
ok
draft.tex11.4 KB · tex
01 \section{Experience}
02 \role{Acme Corp}{Staff SWE}
03 \bullets{
04   Scaled distributed Go services
05   to 1M+ rps on k8s;
06   cut p95 latency 42%.
07   Built TypeScript client SDK
08   adopted by 6 teams.
09   Shipped AI/ML ranking
10   pipeline; +12% conv.
match
0.94
tokens
2,180
model
claude

The model restructures experience, rewrites bullets, and rebalances keywords — all emitted as clean LaTeX.

IN
context.json + profile.yml
OUT
draft.tex
TOOK
1,180ms
03
SHIP
Download & apply
ok
resume.pdf84 KB · A4
Sujan M B
Software Engineer · bengaluru
EXPERIENCE
SKILLS
GoTSk8sPGAI
↓ PDF
format
PDF/A
ats
pass ✓
pages
1

LaTeX compiles into a typeset PDF in seconds — pixel-perfect, ATS-safe, ready to submit.

IN
draft.tex
OUT
resume.pdf
TOOK
380ms
FIG_05 · LATENCY_BUDGET · p95 = 1.8s
scale 1ms ≈ 0.05% width
INGEST · 240ms
TRANSFORM · 1,180ms
SHIP · 380ms
0ms5001,0001,5001,800ms · done
06 / DOCSN = 6
/manual

Read the
fine print.

Common questions, kept short. Click any chapter on the left to flip to it. Anything missing? Email info@zevo-works.in.

UPDATED 2026.05.15
§ Q.01/P.01
ABOUT

What is Zevo Works?

Zevo Works is a one-person studio building AI-powered tools that automate tedious knowledge work. Right now there's one shipped tool — my-resume, an ATS-optimised résumé builder. More are being drafted; each one ships small, fast, and free.

TAG
ABOUT
UPDATED
2026.05.15
MODULE
/my-resume
SEE_ALSO
my-resume · MANUAL · v1.0P.01 / P.06
07 / LAUNCHALL_GREEN
STEP 03 / 03 · GO

Stop tweaking margins.
Press launch.

The console is warm. Telemetry is green. One click and a tailored, ATS-safe résumé lands in your downloads in under two seconds.

LAUNCH_CONSOLE · v1.0
T+000ms·2026.05.15
§ PRE-FLIGHT 5 / 5 PASS
  • 01AUTHanonymous · ok
  • 02RUNTIMEedge · warm
  • 03MODELclaude · ready
  • 04FORMATPDF/A · ok
  • 05COST₹0 · authorised
$ shellready
$ open my-resume.in
> paste JD ............. _
> press launch ......... ⏎
§ MANIFESTAUTHORISED
PASSENGER
you · anon
DESTINATION
/my-resume
DEPARTS
manual grind
ARRIVES
1.8s · PDF
COST
₹0 · always
▶ EXECUTE
Launch /my-resume
opens in new tabready
TIME_SAVED
≈ 4h/job
ATS_SCORE
0.94
FORMAT
PDF/A
BILL
₹0
━━ tear here ━━NO_CC · NO_SPAM · NO_EMAIL_REQUIRED